PhysioNet

The PhysioNet Resource is intended to stimulate current research and new investigations in the study of complex biomedical and physiologic signals. It offers free web access to large collections of recorded physiologic signals and related open-source software. Data includes well-characterized digital recordings of physiologic signals, time series, and related data for use by the biomedical research community. PhysioNet includes collections of cardiopulmonary, neural, and other biomedical signals from healthy subjects and patients with a variety of conditions with major public health implications, including sudden cardiac death, congestive heart failure, epilepsy, gait disorders, sleep apnea, and aging.

Webpage:

https://www.physionet.org/

Licence:

Name: Open Data Commons Open Database License (ODC ODbL)
URL: http://opendatacommons.org/licenses/odbl/1.0/

Publications:

Publications
More detailed information about this field from each metasource.

PhysioBank, PhysioToolkit, and PhysioNet: components of a new research resource for complex physiologic signals
PMID: 10851218
metasource: Fairsharing.org
version: FAIRsharing.org: PhysioNet; PhysioNet; DOI: https://doi.org/10.25504/FAIRsharing.bemzxg; Last edited: March 3, 2021, 11:38 a.m.; Last accessed: Jan 03 2022 7:07 p.m.

PhysioNet: an NIH research resource for complex signals
PMID: 14716615
metasource: Fairsharing.org
version: FAIRsharing.org: PhysioNet; PhysioNet; DOI: https://doi.org/10.25504/FAIRsharing.bemzxg; Last edited: March 3, 2021, 11:38 a.m.; Last accessed: Jan 03 2022 7:07 p.m.

PhysioBank, PhysioToolkit, and PhysioNet: components of a new research resource for complex physiologic signals PubMed citations: 1348.

1348 articles citing: PhysioBank, PhysioToolkit, and PhysioNet: components of a new research resource for complex physiologic signals

Conformal Prediction in Clinical Medical Sciences. PMID:35898853
Deep-Learning-Based Estimation of the Spatial QRS-T Angle from Reduced-Lead ECGs. PMID:35891094
Using Minimum Redundancy Maximum Relevance Algorithm to Select Minimal Sets of Heart Rate Variability Parameters for Atrial Fibrillation Detection. PMID:35887768
Nonlinear and Linear Measures in the Differentiation of Postural Control in Patients after Total Hip or Knee Replacement and Healthy Controls. PMID:35885501
Wearable Fetal ECG Monitoring System from Abdominal Electrocardiography Recording. PMID:35884277
Comprehensive HRV estimation pipeline in Python using Neurokit2: Application to sleep physiology. PMID:35880142
QRS detection and classification in Holter ECG data in one inference step. PMID:35879331
Predicting Unplanned 7-day Intensive Care Unit Readmissions with Machine Learning Models for Improved Discharge Risk Assessment. PMID:35854743
A large collection of real-world pediatric sleep studies. PMID:35853958
Using Multi-Task Learning-Based Framework to Detect ST-Segment and J-Point Deviation From Holter. PMID:35846006
Wearable Electrocardiogram Quality Assessment Using Wavelet Scattering and LSTM. PMID:35845989
CACHET-CADB: A Contextualized Ambulatory Electrocardiography Arrhythmia Dataset. PMID:35845039
Analysis on Four Derivative Waveforms of Photoplethysmogram (PPG) for Fiducial Point Detection. PMID:35844894
The B-Score is a novel metric for measuring the true performance of blood pressure estimation models. PMID:35842524
Thiamine May Be Beneficial for Patients With Ventilator-Associated Pneumonia in the Intensive Care Unit: A Retrospective Study Based on the MIMIC-IV Database. PMID:35814219
ECG Classification Using Orthogonal Matching Pursuit and Machine Learning. PMID:35808451
Muscle Co-Contraction Detection in the Time-Frequency Domain. PMID:35808382
Outcome Prediction in Critically-Ill Patients with Venous Thromboembolism and/or Cancer Using Machine Learning Algorithms: External Validation and Comparison with Scoring Systems. PMID:35806137
The prognostic value of admission lymphocyte-to-monocyte ratio in critically ill patients with acute myocardial infarction. PMID:35799102
Machine Learning-Based Continuous Intracranial Pressure Prediction for Traumatic Injury Patients. PMID:35795876
Machine learning approach for the prediction of 30-day mortality in patients with sepsis-associated encephalopathy. PMID:35787248
Cepstral Analysis for Scoring the Quality of Electrocardiograms for Heart Rate Variability. PMID:35784895
Bayesian model averaging for nonparametric discontinuity design. PMID:35771833
Heart Rate Variability in Healthy Subjects During Monitored, Short-Term Stress Followed by 24-hour Cardiac Monitoring. PMID:35770191
Statistical Evaluation of Transformation Methods Accuracy on Derived Pathological Vectorcardiographic Leads. PMID:35769406
Multi-Domain Variational Autoencoders for Combined Modeling of MRI-Based Biventricular Anatomy and ECG-Based Cardiac Electrophysiology. PMID:35755443
A Novel Method for Baroreflex Sensitivity Estimation Using Modulated Gaussian Filter. PMID:35746400
DE-PNN: Differential Evolution-Based Feature Optimization with Probabilistic Neural Network for Imbalanced Arrhythmia Classification. PMID:35746232
The Identification of ECG Signals Using Wavelet Transform and WOA-PNN. PMID:35746123
A Machine Learning Based Discharge Prediction of Cardiovascular Diseases Patients in Intensive Care Units. PMID:35742018
Perioperative Fluoroquinolone Treatment Deteriorates Prognosis Following Coronary Artery Bypass Grafting. PMID:35735802
REFLACX, a dataset of reports and eye-tracking data for localization of abnormalities in chest x-rays. PMID:35717401
A Systematic Approach for Explaining Time and Frequency Features Extracted by Convolutional Neural Networks From Raw Electroencephalography Data. PMID:35712676
Multi-scale ResNet and BiGRU automatic sleep staging based on attention mechanism. PMID:35709101
Reliable Detection of Myocardial Ischemia Using Machine Learning Based on Temporal-Spatial Characteristics of Electrocardiogram and Vectorcardiogram. PMID:35707012
Vectorcardiography-derived index allows a robust quantification of ventricular electrical synchrony. PMID:35705598
The Recognition Method of Athlete Exercise Intensity Based on ECG and PCG. PMID:35677178
A large-scale multi-label 12-lead electrocardiogram database with standardized diagnostic statements. PMID:35672420
Deep Residual Convolutional Neural Networks for Brain-Computer Interface to Visualize Neural Processing of Hand Movements in the Human Brain. PMID:35669388
SRI-EEG: State-Based Recurrent Imputation for EEG Artifact Correction. PMID:35669387
Fetal Electrocardiogram Signal Extraction Based on Fast Independent Component Analysis and Singular Value Decomposition. PMID:35632114
An Attention-Guided Spatiotemporal Graph Convolutional Network for Sleep Stage Classification. PMID:35629290
A Deep Learning Method Approach for Sleep Stage Classification with EEG Spectrogram. PMID:35627856
Heuristic Optimization of Deep and Shallow Classifiers: An Application for Electroencephalogram Cyclic Alternating Pattern Detection. PMID:35626571
The Relevance of Calibration in Machine Learning-Based Hypertension Risk Assessment Combining Photoplethysmography and Electrocardiography. PMID:35624590
Time Synchronization of Multimodal Physiological Signals through Alignment of Common Signal Types and Its Technical Considerations in Digital Health. PMID:35621884
Disrupted Spatiotemporal Complexity of Resting-State Electroencephalogram Dynamics Is Associated With Adaptive and Maladaptive Rumination in Major Depressive Disorder. PMID:35615274
Group-based trajectory modeling of intracranial pressure in patients with acute brain injury: Results from multi-center ICUs, 2008-2019. PMID:35611794
Personalized antibiograms for machine learning driven antibiotic selection. PMID:35603264
Continuous Blood Pressure Estimation Based on Multi-Scale Feature Extraction by the Neural Network With Multi-Task Learning. PMID:35600611
A Holistic Strategy for Classification of Sleep Stages with EEG. PMID:35591246
Electrocardiogram Biometrics Using Transformer's Self-Attention Mechanism for Sequence Pair Feature Extractor and Flexible Enrollment Scope Identification. PMID:35591136
Machine Learning for Detection of Muscular Activity from Surface EMG Signals. PMID:35591084
Inter-Patient Congestive Heart Failure Detection Using ECG-Convolution-Vision Transformer Network. PMID:35590972
Motion Artifacts Correction from Single-Channel EEG and fNIRS Signals Using Novel Wavelet Packet Decomposition in Combination with Canonical Correlation Analysis. PMID:35590859
mm-Wave Radar-Based Vital Signs Monitoring and Arrhythmia Detection Using Machine Learning. PMID:35590796
Association Between Serum Sodium and Long-Term Mortality in Critically Ill Patients with Comorbid Chronic Obstructive Pulmonary Disease: Analysis from the MIMIC-IV Database. PMID:35586119
COVID-19 classification using thermal images. PMID:35585679
Studying Cardiac Neural Network Dynamics: Challenges and Opportunities for Scientific Computing. PMID:35574437
Decreased Postural Complexity in Overweight to Obese Children and Adolescents: A Cross-Sectional Study. PMID:35572009
Serum Chloride Is Inversely Associated With 3 Months Outcomes in Chinese Patients With Heart Failure, a Retrospective Cohort Study. PMID:35571169
CAttSleepNet: Automatic End-to-End Sleep Staging Using Attention-Based Deep Neural Networks on Single-Channel EEG. PMID:35564593
Acute Myocardial Infarction (AMI) as the Effect Modifiers to Modify the Association Between Red Blood Cell Distribution Width (RDW) and Mortality in Critically Ill Patients With Stroke. PMID:35559346
The Relationship Between the Utilization of Arterial Blood Gas Analysis and Rehospitalization in Heart Failure: A Retrospective Cohort Study. PMID:35557524
[Artificial intelligence-based ECG analysis: current status and future perspectives-Part 1 : Basic principles]. PMID:35552486
ICU Cockpit: a platform for collecting multimodal waveform data, AI-based computational disease modeling and real-time decision support in the intensive care unit. PMID:35552418
A Low-Cost Multistage Cascaded Adaptive Filter Configuration for Noise Reduction in Phonocardiogram Signal. PMID:35535220
Photoplethysmography-Based Respiratory Rate Estimation Algorithm for Health Monitoring Applications. PMID:35535218
ResNet-50 for 12-Lead Electrocardiogram Automated Diagnosis. PMID:35528345
Interpretability and fairness evaluation of deep learning models on MIMIC-IV dataset. PMID:35504931
Automated interpretable discovery of heterogeneous treatment effectiveness: A COVID-19 case study. PMID:35504543
Effect of First Trough Vancomycin Concentration on the Occurrence of AKI in Critically Ill Patients: A Retrospective Study of the MIMIC-IV Database. PMID:35492325
Generalizable Beat-by-Beat Arrhythmia Detection by Using Weakly Supervised Deep Learning. PMID:35480046
Research on recognition and classification of pulse signal features based on EPNCC. PMID:35468925
Comparability of Heart Rate Turbulence Methodology: 15 Intervals Suffice to Calculate Turbulence Slope - A Methodological Analysis Using PhysioNet Data of 1074 Patients. PMID:35463773
The Admission (Neutrophil+Monocyte)/Lymphocyte Ratio Is an Independent Predictor for In-Hospital Mortality in Patients With Acute Myocardial Infarction. PMID:35463771
Evaluation of Feature Selection Methods for Classification of Epileptic Seizure EEG Signals. PMID:35459052
Data-Driven EEG Band Discovery with Decision Trees. PMID:35459032
Scorepochs: A Computer-Aided Scoring Tool for Resting-State M/EEG Epochs. PMID:35458838
A Super Fast Algorithm for Estimating Sample Entropy. PMID:35455187
An Embedded System Using Convolutional Neural Network Model for Online and Real-Time ECG Signal Classification and Prediction. PMID:35453842
Reliable P wave detection in pathological ECG signals. PMID:35449228
Nanopower Integrated Gaussian Mixture Model Classifier for Epileptic Seizure Prediction. PMID:35447720
A Hybrid Deep Learning Approach for ECG-Based Arrhythmia Classification. PMID:35447712
Multi-Centroid Hyperdimensional Computing Approach for Epileptic Seizure Detection. PMID:35432152
A Combined Interpolation and Weighted K-Nearest Neighbours Approach for the Imputation of Longitudinal ICU Laboratory Data. PMID:35415441
Machine Learning and Mobile Health Monitoring Platforms: A Case Study on Research and Implementation Challenges. PMID:35415406
Robustness of electrocardiogram signal quality indices. PMID:35414211
Structural Anomalies Detection from Electrocardiogram (ECG) with Spectrogram and Handcrafted Features. PMID:35408081
Enhancement of Closed-Loop Cognitive Stress Regulation Using Supervised Control Architectures. PMID:35399789
Sharing personal ECG time-series data privately. PMID:35380666
Premature Ventricular Contraction Recognition Based on a Deep Learning Approach. PMID:35378947
A Weighted Error Distance Metrics (WEDM) for Performance Evaluation on Multiple Change-Point (MCP) Detection in Synthetic Time Series. PMID:35371237
Exploring Unsupervised Machine Learning Classification Methods for Physiological Stress Detection. PMID:35359827
Pediatric Seizure Prediction in Scalp EEG Using a Multi-Scale Neural Network With Dilated Convolutions. PMID:35356539
Effect of Serum Phosphate on the Prognosis of Septic Patients: A Retrospective Study Based on MIMIC-IV Database. PMID:35350581
RapidHRV: an open-source toolbox for extracting heart rate and heart rate variability. PMID:35345583
A Contrastive Predictive Coding-Based Classification Framework for Healthcare Sensor Data. PMID:35340254
A Comprehensive Survey on the Detection, Classification, and Challenges of Neurological Disorders. PMID:35336842
Short Single-Lead ECG Signal Delineation-Based Deep Learning: Implementation in Automatic Atrial Fibrillation Identification. PMID:35336500
Automatic Detection of the Cyclic Alternating Pattern of Sleep and Diagnosis of Sleep-Related Pathologies Based on Cardiopulmonary Resonance Indices. PMID:35336396
Towards Cognitive Authentication for Smart Healthcare Applications. PMID:35336276
ECG Restitution Analysis and Machine Learning to Detect Paroxysmal Atrial Fibrillation: Insight from the Equine Athlete as a Model for Human Athletes. PMID:35330977
Entropy Analysis of Heart Rate Variability in Different Sleep Stages. PMID:35327890
Autonomic aging - A dataset to quantify changes of cardiovascular autonomic function during healthy aging. PMID:35322044
Association of Fluid Management With Mortality of Sepsis Patients With Congestive Heart Failure: A Retrospective Cohort Study. PMID:35308491
Selective Prediction With Long Short-term Memory Using Unit-Wise Batch Standardization for Time Series Health Data Sets: Algorithm Development and Validation. PMID:35289753
Fully printed and multifunctional graphene-based wearable e-textiles for personalized healthcare applications. PMID:35281734
Combining chest X-rays and electronic health record (EHR) data using machine learning to diagnose acute respiratory failure. PMID:35271711
Internet of Things Technologies and Machine Learning Methods for Parkinson's Disease Diagnosis, Monitoring and Management: A Systematic Review. PMID:35270944
Clinical applications of artificial intelligence in sleep medicine: a sleep clinician's perspective. PMID:35262853
A comparison of approaches to improve worst-case predictive model performance over patient subpopulations. PMID:35228563
A Comprehensive Review: Computational Models for Obstructive Sleep Apnea Detection in Biomedical Applications. PMID:35224099
Deep Feature Mining via the Attention-Based Bidirectional Long Short Term Memory Graph Convolutional Neural Network for Human Motor Imagery Recognition. PMID:35223807
Relationship Between the Hemoglobin-to-Red Cell Distribution Width Ratio and All-Cause Mortality in Ischemic Stroke Patients with Atrial Fibrillation: An Analysis from the MIMIC-IV Database. PMID:35221686
ECG Recurrence Plot-Based Arrhythmia Classification Using Two-Dimensional Deep Residual CNN Features. PMID:35214561
LDIAED: A lightweight deep learning algorithm implementable on automated external defibrillators. PMID:35213628
Transportability and Implementation Challenges of Early Warning Scores for Septic Shock in the ICU: A Perspective on the TREWScore. PMID:35211485
Normalization of photoplethysmography using deep neural networks for individual and group comparison. PMID:35210522
A Short Review on Minimum Description Length: An Application to Dimension Reduction in PCA. PMID:35205563
Breaking Barriers in Emerging Biomedical Applications. PMID:35205520
DWT-EMD Feature Level Fusion Based Approach over Multi and Single Channel EEG Signals for Seizure Detection. PMID:35204415
A Multiscale Partition-Based Kolmogorov-Sinai Entropy for the Complexity Assessment of Heartbeat Dynamics. PMID:35200433
Quantification Analysis of Sleep Based on Smartwatch Sensors for Parkinson's Disease. PMID:35200335
Sharing Practices for Datasets Related to Accessibility and Aging. PMID:35187541
Evaluation of domain generalization and adaptation on improving model robustness to temporal dataset shift in clinical medicine. PMID:35177653
Deep learning-based electrocardiogram rhythm and beat features for heart abnormality classification. PMID:35174263
Towards a universal and privacy preserving EEG-based authentication system. PMID:35169248
Learning dynamic treatment strategies for coronary heart diseases by artificial intelligence: real-world data-driven study. PMID:35168623
The repeatability of neuromuscular activation strategies recorded in recreationally active individuals during cycling. PMID:35166903
Load Position Estimation Method for Wearable Devices Based on Difference in Pulse Wave Arrival Time. PMID:35161835
SSA with CWT and k-Means for Eye-Blink Artifact Removal from Single-Channel EEG Signals. PMID:35161676
Study of the Few-Shot Learning for ECG Classification Based on the PTB-XL Dataset. PMID:35161650
A VLSI Chip for the Abnormal Heart Beat Detection Using Convolutional Neural Network. PMID:35161546
A Novel Clinical Method for Detecting Obstructive Sleep Apnea using of Nonlinear Mapping. PMID:35155290
Detection and Localization of Myocardial Infarction Based on Multi-Scale ResNet and Attention Mechanism. PMID:35153827
Semisupervised Seizure Prediction in Scalp EEG Using Consistency Regularization. PMID:35126902
Red Blood Cell Transfusion at a Hemoglobin Threshold of 7 g/dl in Critically Ill Patients: A Regression Discontinuity Study. PMID:35119978
Seizure Prediction in EEG Signals Using STFT and Domain Adaptation. PMID:35115906
Coarse-graining and the Haar wavelet transform for multiscale analysis. PMID:35105373
ACEI/ARB Medication During ICU Stay Decrease All-Cause In-hospital Mortality in Critically Ill Patients With Hypertension: A Retrospective Cohort Study Based on Machine Learning. PMID:35097006
Practical Lessons on 12-Lead ECG Classification: Meta-Analysis of Methods From PhysioNet/Computing in Cardiology Challenge 2020. PMID:35095568
Auto-annotating sleep stages based on polysomnographic data. PMID:35079710
EEG Channel Selection Using Multiobjective Cuckoo Search for Person Identification as Protection System in Healthcare Applications. PMID:35069721
Hybrid-Pattern Recognition Modeling with Arrhythmia Signal Processing for Ubiquitous Health Management. PMID:35062650
Contribution of Different Subbands of ECG in Sleep Apnea Detection Evaluated Using Filter Bank Decomposition and a Convolutional Neural Network. PMID:35062470
Variational Embedding Multiscale Sample Entropy: A Tool for Complexity Analysis of Multichannel Systems. PMID:35052052
EvoMBN: Evolving Multi-Branch Networks on Myocardial Infarction Diagnosis Using 12-Lead Electrocardiograms. PMID:35049642
Artificial Intelligence for Detection of Cardiovascular-Related Diseases from Wearable Devices: A Systematic Review and Meta-Analysis. PMID:35040610
Heterogeneous digital biomarker integration out-performs patient self-reports in predicting Parkinson's disease. PMID:35039601
Early Detection of Pneumonia with the Help of Dementia in Geriatric Hip Fracture Patients. PMID:35023317
Comparison of different feature extraction methods for applicable automated ICD coding. PMID:35022039
Sleep Apnea Classification Algorithm Development Using a Machine-Learning Framework and Bag-of-Features Derived from Electrocardiogram Spectrograms. PMID:35011934
Assessing REM Sleep Behaviour Disorder: From Machine Learning Classification to the Definition of a Continuous Dissociation Index. PMID:35010508
Attention Autoencoder for Generative Latent Representational Learning in Anomaly Detection. PMID:35009666
Towards a portable-noninvasive blood pressure monitoring system utilizing the photoplethysmogram signal. PMID:35003863
A lightweight automatic sleep staging method for children using single-channel EEG based on edge artificial intelligence. PMID:35002476
Model-free detection of unique events in time series. PMID:34996940
A fully implantable wireless bidirectional neuromodulation system for mice. PMID:34995836
Dynamic detection and reversal of myocardial ischemia using an artificially intelligent bioelectronic medicine. PMID:34985951
Data Augmentation for Deep Neural Networks Model in EEG Classification Task: A Review. PMID:34975434
Automated Condition-Based Suppression of the CPR Artifact in ECG Data to Make a Reliable Shock Decision for AEDs during CPR. PMID:34960308
Deep Learning Techniques in the Classification of ECG Signals Using R-Peak Detection Based on the PTB-XL Dataset. PMID:34960267
A Machine Learning Approach for the Prediction of Traumatic Brain Injury Induced Coagulopathy. PMID:34957161
Multiscale Entropy Analysis of Short Signals: The Robustness of Fuzzy Entropy-Based Variants Compared to Full-Length Long Signals. PMID:34945926
Expert-enhanced machine learning for cardiac arrhythmia classification. PMID:34941897
Improving the Efficacy of Deep-Learning Models for Heart Beat Detection on Heterogeneous Datasets. PMID:34940346
Performance of Sequential Organ Failure Assessment and Simplified Acute Physiology Score II for Post-Cardiac Surgery Patients in Intensive Care Unit. PMID:34938790
CNN-Based Personal Identification System Using Resting State Electroencephalography. PMID:34938327
A novel RSW&TST framework of MCPs detection for abnormal pattern recognition on large-scale time series and pathological signals in epilepsy. PMID:34936654
Association Between Base Excess and Mortality Among Patients in ICU With Acute Kidney Injury. PMID:34926523
Word embeddings trained on published case reports are lightweight, effective for clinical tasks, and free of protected health information. PMID:34920127
Novel feature extraction method for signal analysis based on independent component analysis and wavelet transform. PMID:34914722
Underdiagnosis bias of artificial intelligence algorithms applied to chest radiographs in under-served patient populations. PMID:34893776
Role of Heart Rate Variability in Association Between Glomerular Hyperfiltration and All-Cause Mortality. PMID:34889105
Real-Time Stress Level Feedback from Raw Ecg Signals for Personalised, Context-Aware Applications Using Lightweight Convolutional Neural Network Architectures. PMID:34883806
Incidence, prognosis, and risk factors of sepsis-induced cardiomyopathy. PMID:34877280
Power efficient refined seizure prediction algorithm based on an enhanced benchmarking. PMID:34873202
Machine Learning Approach to Predict Positive Screening of Methicillin-Resistant Staphylococcus aureus During Mechanical Ventilation Using Synthetic Dataset From MIMIC-IV Database. PMID:34869405
Automatic Cyclic Alternating Pattern (CAP) analysis: Local and multi-trace approaches. PMID:34855925
Effect of the recording condition on the quality of a single-lead electrocardiogram. PMID:34854951
Efficient on-site confirmatory testing for atrial fibrillation with derived 12-lead ECG in a wireless body area network. PMID:34849174
Automated Medical Care: Bradycardia Detection and Cardiac Monitoring of Preterm Infants. PMID:34833417
Automated COVID-19 and Heart Failure Detection Using DNA Pattern Technique with Cough Sounds. PMID:34829308
Neural Decoding of EEG Signals with Machine Learning: A Systematic Review. PMID:34827524
Automated sleep state classification of wide-field calcium imaging data via multiplex visibility graphs and deep learning. PMID:34822945
Atrial fibrillation detection in outpatient electrocardiogram monitoring: An algorithmic crowdsourcing approach. PMID:34784378
Admission Blood Glucose Is Associated With the 30-Days Mortality in Septic Patients: A Retrospective Cohort Study. PMID:34778320
Atrial Fibrillation Classification with Smart Wearables Using Short-Term Heart Rate Variability and Deep Convolutional Neural Networks. PMID:34770543
A Continuous Blood Pressure Estimation Method Using Photoplethysmography by GRNN-Based Model. PMID:34770514
ECG Authentication Based on Non-Linear Normalization under Various Physiological Conditions. PMID:34770273
Review of Deep Learning-Based Atrial Fibrillation Detection Studies. PMID:34769819
Model-based approach to investigate equipment-induced error in pressure-waveform derived hemodynamic measurements. PMID:34763325
The effect of dobutamine in sepsis: a propensity score matched analysis. PMID:34758739
A Review of Methods of Diagnosis and Complexity Analysis of Alzheimer's Disease Using EEG Signals. PMID:34746303
Analysis of Discrepancies Between Pulse Oximetry and Arterial Oxygen Saturation Measurements by Race and Ethnicity and Association With Organ Dysfunction and Mortality. PMID:34730820
Arrhythmia detection and classification using ECG and PPG techniques: a review. PMID:34727361
The obesity paradox and hypoglycemia in critically ill patients. PMID:34724956
Prediction of epileptic seizures based on multivariate multiscale modified-distribution entropy. PMID:34722874
A New Automatic QT-Interval Measurement Method for Wireless ECG Monitoring System Using Smartphone. PMID:34722409
Automatic Seizure Classification Based on Domain-Invariant Deep Representation of EEG. PMID:34720869
Patient-Specific Sedation Management via Deep Reinforcement Learning. PMID:34713090
Impact of Data Transformation: An ECG Heartbeat Classification Approach. PMID:34713072
Identifying Heart Failure in ECG Data With Artificial Intelligence-A Meta-Analysis. PMID:34713056
Sleep deprivation impairs cognitive performance, alters task-associated cerebral blood flow and decreases cortical neurovascular coupling-related hemodynamic responses. PMID:34697326
EEG Signal Multichannel Frequency-Domain Ratio Indices for Drowsiness Detection Based on Multicriteria Optimization. PMID:34696145
Application of Dense Neural Networks for Detection of Atrial Fibrillation and Ranking of Augmented ECG Feature Set. PMID:34696061
A Novel Sleep Staging Network Based on Data Adaptation and Multimodal Fusion. PMID:34690720
Optimal ECG-lead selection increases generalizability of deep learning on ECG abnormality classification. PMID:34689629
Robustness of convolutional neural networks to physiological electrocardiogram noise. PMID:34689617
A novel artificial intelligence based intensive care unit monitoring system: using physiological waveforms to identify sepsis. PMID:34689614
Electrocardiogram Quality Assessment with a Generalized Deep Learning Model Assisted by Conditional Generative Adversarial Networks. PMID:34685385
Plasma Anion Gap and Risk of In-Hospital Mortality in Patients with Acute Ischemic Stroke: Analysis from the MIMIC-IV Database. PMID:34683145
The Prognostic Value of Calcium in Post-Cardiovascular Surgery Patients in the Intensive Care Unit. PMID:34676253
Interpretable Detection and Location of Myocardial Infarction Based on Ventricular Fusion Rule Features. PMID:34676061
The impact of recency and adequacy of historical information on sepsis predictions using machine learning. PMID:34675275
Serum Total Bilirubin Level Is Associated With Hospital Mortality Rate in Adult Critically Ill Patients: A Retrospective Study. PMID:34671613
An Open-Access Database for the Evaluation of Cardio-Mechanical Signals From Patients With Valvular Heart Diseases. PMID:34658932
Interpretation of a 12-Lead Electrocardiogram by Medical Students: Quantitative Eye-Tracking Approach. PMID:34647899
Broadband Dynamics Rather than Frequency-Specific Rhythms Underlie Prediction Error in the Primate Auditory Cortex. PMID:34645605
Rheumatic Heart Disease Screening Based on Phonocardiogram. PMID:34640876
Extended-Range Prediction Model Using NSGA-III Optimized RNN-GRU-LSTM for Driver Stress and Drowsiness. PMID:34640732
Advanced Bioelectrical Signal Processing Methods: Past, Present and Future Approach-Part II: Brain Signals. PMID:34640663
Relationship Between First 24-h Mean Body Temperature and Clinical Outcomes of Post-cardiac Surgery Patients. PMID:34631839
Symmetric Projection Attractor Reconstruction: Sex Differences in the ECG. PMID:34631814
The effect of age on the heart rate variability of healthy subjects. PMID:34624048
Home-based mobile fetal/maternal electrocardiogram acquisition and extraction with cloud assistance. PMID:34622249
Deep learning analysis of resting electrocardiograms for the detection of myocardial dysfunction, hypertrophy, and ischaemia: a systematic review. PMID:34604757
A Hopf physical reservoir computer. PMID:34593935
Estimation of Continuous Blood Pressure from PPG via a Federated Learning Approach. PMID:34577518
Hyperglycemia Identification Using ECG in Deep Learning Era. PMID:34577473
Non-Invasive Hemodynamics Monitoring System Based on Electrocardiography via Deep Convolutional Autoencoder. PMID:34577471
Potential of Rule-Based Methods and Deep Learning Architectures for ECG Diagnostics. PMID:34574019
ECG Signal Classification Using Deep Learning Techniques Based on the PTB-XL Dataset. PMID:34573746
Multi-Scale Permutation Entropy: A Potential Measure for the Impact of Sleep Medication on Brain Dynamics of Patients with Insomnia. PMID:34573726
A Mixed Filtering Approach for Real-Time Seizure State Tracking Using Multi-Channel Electroencephalography Data. PMID:34543199
Fetal Heart Rate Fragmentation. PMID:34540762
Cross-species behavior analysis with attention-based domain-adversarial deep neural networks. PMID:34535659
Brno University of Technology Smartphone PPG Database (BUT PPG): Annotated Dataset for PPG Quality Assessment and Heart Rate Estimation. PMID:34532501
ECG data dependency for atrial fibrillation detection based on residual networks. PMID:34521892
Detection of Brief Episodes of Atrial Fibrillation Based on Electrocardiomatrix and Convolutional Neural Network. PMID:34512372
Prediction of Cognitive Decline Using Heart Rate Fragmentation Analysis: The Multi-Ethnic Study of Atherosclerosis. PMID:34512310
An LSTM Network for Apnea and Hypopnea Episodes Detection in Respiratory Signals. PMID:34502748
Visual and somatosensory feedback mechanisms of precision manual motor control in autism spectrum disorder. PMID:34496766
Estimation and Discriminability of Doppler Ultrasound Fetal Heart Rate Variability Measures. PMID:34490419
Parkinson's Disease Rating Scale Using Synchronization Analysis of Gait Dynamics. PMID:34485517
Effects of Frontal Theta Rhythms in a Prior Resting State on the Subsequent Motor Imagery Brain-Computer Interface Performance. PMID:34483816
Simulating Radial Pressure Waveforms with a Mock Circulatory Flow Loop to Characterize Hemodynamic Monitoring Systems. PMID:34472042
A Comparison of Deep Learning Techniques for Arterial Blood Pressure Prediction. PMID:34466163
Simulating Study Design Choice Effects on Observed Performance of Predictive Patient Monitoring Alarm Algorithms. PMID:34458854
Reconstructed State Space Features for Classification of ECG Signals. PMID:34458201
Association Between Obstructive Sleep Apnea and Reduced Mortality in Critically Ill Patients: A Propensity Score-Based Analysis. PMID:34456584
Removal of ECG Artifacts Affects Respiratory Muscle Fatigue Detection-A Simulation Study. PMID:34451104
Robust Heartbeat Classification for Wearable Single-Lead ECG via Extreme Gradient Boosting. PMID:34450733
Occlusion-Based Explanations in Deep Recurrent Models for Biomedical Signals. PMID:34441204
A Modified Multivariable Complexity Measure Algorithm and Its Application for Identifying Mental Arithmetic Task. PMID:34441071
Influence of Different Types of Corticosteroids on Heart Rate Variability of Individuals with Duchenne Muscular Dystrophy-A Pilot Cross Sectional Study. PMID:34440496
Prediction of Epilepsy Based on Tensor Decomposition and Functional Brain Network. PMID:34439685
Atrial Fibrillation Prediction from Critically Ill Sepsis Patients. PMID:34436071
A deep learning algorithm for automatic detection and classification of acute intracranial hemorrhages in head CT scans. PMID:34411910
Reservoir computing with biocompatible organic electrochemical networks for brain-inspired biosignal classification. PMID:34407948
Improving the Accuracy in Classification of Blood Pressure from Photoplethysmography Using Continuous Wavelet Transform and Deep Learning. PMID:34394983
A novel algorithm based on ensemble empirical mode decomposition for non-invasive fetal ECG extraction. PMID:34388227
A geometric approach for computing tolerance bounds for elastic functional data. PMID:34385740
Development and optimization of an in vivo electrocardiogram recording method and analysis program for adult zebrafish. PMID:34378773
A Classification and Prediction Hybrid Model Construction with the IQPSO-SVM Algorithm for Atrial Fibrillation Arrhythmia. PMID:34372459
Implementation of a Deep Learning Algorithm Based on Vertical Ground Reaction Force Time-Frequency Features for the Detection and Severity Classification of Parkinson's Disease. PMID:34372444
Advanced Bioelectrical Signal Processing Methods: Past, Present and Future Approach-Part I: Cardiac Signals. PMID:34372424
A Study on Seizure Detection of EEG Signals Represented in 2D. PMID:34372381
Fibromyalgia Detection Based on EEG Connectivity Patterns. PMID:34362061
A Survey on Recent Advances in Machine Learning Based Sleep Apnea Detection Systems. PMID:34356293
Identification of Neurodegenerative Diseases Based on Vertical Ground Reaction Force Classification Using Time-Frequency Spectrogram and Deep Learning Neural Network Features. PMID:34356136
Breathing variability-implications for anaesthesiology and intensive care. PMID:34353348
Hidden Markov model-based heartbeat detector using electrocardiogram and arterial pressure signals. PMID:34350051
Discriminating chaotic and stochastic time series using permutation entropy and artificial neural networks. PMID:34349134
Imputation of the continuous arterial line blood pressure waveform from non-invasive measurements using deep learning. PMID:34344934
PSG-Audio, a scored polysomnography dataset with simultaneous audio recordings for sleep apnea studies. PMID:34344893
EOGNET: A Novel Deep Learning Model for Sleep Stage Classification Based on Single-Channel EOG Signal. PMID:34321991
Cardiorespiratory fitness assessment using risk-stratified exercise testing and dose-response relationships with disease outcomes. PMID:34321526
ECG Signal Modeling Using Volatility Properties: Its Application in Sleep Apnea Syndrome. PMID:34306589
Moving average and standard deviation thresholding (MAST): a novel algorithm for accurate R-wave detection in the murine electrocardiogram. PMID:34304289
Classification of ECG signals using multi-cumulants based evolutionary hybrid classifier. PMID:34301998
Gait Variability and Complexity during Single and Dual-Task Walking on Different Surfaces in Outdoor Environment. PMID:34300532
On the Impact of the Data Acquisition Protocol on ECG Biometric Identification. PMID:34300385
A simple parametric representation of the Hodgkin-Huxley model. PMID:34292948
Detection of Junctional Ectopic Tachycardia by Central Venous Pressure. PMID:34278383
Opening the Schrödinger Box: Short- and Long-Range Mammalian Heart Rate Variability. PMID:34276396
Evaluating Morphological Features of Electrocardiogram Signals for Diagnosing of Myocardial Infarction Using Classification-Based Feature Selection. PMID:34268096
AFibNet: an implementation of atrial fibrillation detection with convolutional neural network. PMID:34261486
Impact of sex on use of low tidal volume ventilation in invasively ventilated ICU patients-A mediation analysis using two observational cohorts. PMID:34260619
BENDR: Using Transformers and a Contrastive Self-Supervised Learning Task to Learn From Massive Amounts of EEG Data. PMID:34248521
A Detector for Premature Atrial and Ventricular Complexes. PMID:34220543
Clifford Wavelet Entropy for Fetal ECG Extraction. PMID:34209158
A Two-Steps-Ahead Estimator for Bubble Entropy. PMID:34208771
Using Convolutional Neural Network and a Single Heartbeat for ECG Biometric Recognition. PMID:34207846
Tensor-Based ECG Anomaly Detection toward Cardiac Monitoring in the Internet of Health Things. PMID:34204575
Dedicated Algorithm for Unobtrusive Fetal Heart Rate Monitoring Using Multiple Dry Electrodes. PMID:34201834
Integrating ECG Monitoring and Classification via IoT and Deep Neural Networks. PMID:34201215
Combined deep CNN-LSTM network-based multitasking learning architecture for noninvasive continuous blood pressure estimation using difference in ECG-PPG features. PMID:34188132
Detection of fetal arrhythmia by adaptive single channel electrocardiogram extraction. PMID:34170500
An impedance pneumography signal quality index: Design, assessment and application to respiratory rate monitoring. PMID:34168684
Evaluation of leukopenia during sepsis as a marker of sepsis-defining organ dysfunction. PMID:34166406
Hemodynamic Patterns Before Inhospital Cardiac Arrest in Critically Ill Children: An Exploratory Study. PMID:34151279
Deep convolutional neural networks based ECG beats classification to diagnose cardiovascular conditions. PMID:34150350
An Extended DEIM Algorithm for Subset Selection and Class Identification. PMID:34149160
Cardiac-based detection of seizures in children with epilepsy. PMID:34147021
Cluster-based network modeling-From snapshots to complex dynamical systems. PMID:34134987
Automatic detection of epileptic seizures using Riemannian geometry from scalp EEG recordings. PMID:34128177
Dynamics of Long-Range Temporal Correlations in Broadband EEG During Different Motor Execution and Imagery Tasks. PMID:34121989
Meeting the unmet needs of clinicians from AI systems showcased for cardiology with deep-learning-based ECG analysis. PMID:34099565
Monitoring Gait Complexity as an Indicator for Running-Related Injury Risk in Collegiate Cross-Country Runners: A Proof-of-Concept Study. PMID:34095824
Computer-aided identification of degenerative neuromuscular diseases based on gait dynamics and ensemble decision tree classifiers. PMID:34086723
A deep descriptor for cross-tasking EEG-based recognition. PMID:34084940
Development and Validation of a Machine-Learning Model for Prediction of Extubation Failure in Intensive Care Units. PMID:34079812
Assessment of Cardiorespiratory Interactions during Apneic Events in Sleep via Fuzzy Kernel Measures of Information Dynamics. PMID:34073121
Automatic Detection of Atrial Fibrillation in ECG Using Co-Occurrence Patterns of Dynamic Symbol Assignment and Machine Learning. PMID:34069717
Influence of Ectopic Beats on Heart Rate Variability Analysis. PMID:34067255
Autoencoder-Based Extrasystole Detection and Modification of RRI Data for Precise Heart Rate Variability Analysis. PMID:34067051
A Recent Investigation on Detection and Classification of Epileptic Seizure Techniques Using EEG Signal. PMID:34065473
Sex Differences in the Physiological Network of Healthy Young Subjects. PMID:34045977
An automatic EEG-based sleep staging system with introducing NAoSP and NAoGP as new metrics for sleep staging systems. PMID:34040668
Eye-blink artifact removal from single channel EEG with k-means and SSA. PMID:34040062
Single-channel EEG classification of sleep stages based on REM microstructure. PMID:34035926
Identification and Localization of Endotracheal Tube on Chest Radiographs Using a Cascaded Convolutional Neural Network Approach. PMID:34027589
Machine Learning for the Diagnosis of Parkinson's Disease: A Review of Literature. PMID:34025389
Kinematics approach with neural networks for early detection of sepsis (KANNEDS). PMID:34016115
Pathologies affect the performance of ECG signals compression. PMID:34006955
Differential effects of the blood pressure state on pulse rate variability and heart rate variability in critically ill patients. PMID:33990692
How machine learning is impacting research in atrial fibrillation: implications for risk prediction and future management. PMID:33982064
Practice Patterns in the Initiation of Secondary Vasopressors and Adjunctive Corticosteroids during Septic Shock in the United States. PMID:33975530
Searching for pneumothorax in x-ray images using autoencoded deep features. PMID:33972606
[The quantitative EEG in electroencephalogram-based brain monitoring during general anesthesia]. PMID:33970302
Efficient syncope prediction from resting state clinical data using wavelet bispectrum and multilayer perceptron neural network. PMID:33959855
Predicting Intensive Care Unit Length of Stay and Mortality Using Patient Vital Signs: Machine Learning Model Development and Validation. PMID:33949961
A filter approach for feature selection in classification: application to automatic atrial fibrillation detection in electrocardiogram recordings. PMID:33947379
Fetal QRS Detection in Noninvasive Abdominal Electrocardiograms Using Principal Component Analysis and Discrete Wavelet Transforms with Signal Quality Estimation. PMID:33945588
Deep Learning to Quantify Pulmonary Edema in Chest Radiographs. PMID:33937857
Predicting Volume Responsiveness Among Sepsis Patients Using Clinical Data and Continuous Physiological Waveforms. PMID:33936436
Admission Serum Ionized and Total Calcium as New Predictors of Mortality in Patients with Cardiogenic Shock. PMID:33928149
The Smart-Insole Dataset: Gait Analysis Using Wearable Sensors with a Focus on Elderly and Parkinson's Patients. PMID:33923809
Continuous Blood Pressure Estimation Using Exclusively Photopletysmography by LSTM-Based Signal-to-Signal Translation. PMID:33922447
Chest-Worn Inertial Sensors: A Survey of Applications and Methods. PMID:33921900
HRV Features as Viable Physiological Markers for Stress Detection Using Wearable Devices. PMID:33921884
CCRRSleepNet: A Hybrid Relational Inductive Biases Network for Automatic Sleep Stage Classification on Raw Single-Channel EEG. PMID:33918506
A fused-image-based approach to detect obstructive sleep apnea using a single-lead ECG and a 2D convolutional neural network. PMID:33901251
Automated Atrial Fibrillation Detection Based on Feature Fusion Using Discriminant Canonical Correlation Analysis. PMID:33897806
Neural network predicts need for red blood cell transfusion for patients with acute gastrointestinal bleeding admitted to the intensive care unit. PMID:33893364
Identification of attention-deficit hyperactivity disorder based on the complexity and symmetricity of pupil diameter. PMID:33875772
A New Method for Detecting Myocardial Ischemia Based on ECG T-Wave Area Curve (TWAC). PMID:33868027
Explaining Deep Classification of Time-Series Data with Learned Prototypes. PMID:33867901
Reliable Deep Learning-Based Detection of Misplaced Chest Electrodes During Electrocardiogram Recording: Algorithm Development and Validation. PMID:33861205
Automatic Detection of Obstructive Sleep Apnea Events Using a Deep CNN-LSTM Model. PMID:33859679
U-Sleep: resilient high-frequency sleep staging. PMID:33859353
TOP-Net Prediction Model Using Bidirectional Long Short-term Memory and Medical-Grade Wearable Multisensor System for Tachycardia Onset: Algorithm Development Study. PMID:33856350
UWB-gestures, a public dataset of dynamic hand gestures acquired using impulse radar sensors. PMID:33846358
An evaluation on the association of vancomycin trough concentration with mortality in critically ill patients: A multicenter retrospective study. PMID:33835715
Determining respiratory rate from photoplethysmogram and electrocardiogram signals using respiratory quality indices and neural networks. PMID:33831075
Data-based intervention approach for Complexity-Causality measure. PMID:33816849
An Improved UNet++ Model for Congestive Heart Failure Diagnosis Using Short-Term RR Intervals. PMID:33809773
Blood Pressure Morphology Assessment from Photoplethysmogram and Demographic Information Using Deep Learning with Attention Mechanism. PMID:33808925
Gait Stability Measurement by Using Average Entropy. PMID:33807223
Automatic Premature Ventricular Contraction Detection Using Deep Metric Learning and KNN. PMID:33806367
The Impact of Visual Input and Support Area Manipulation on Postural Control in Subjects after Osteoporotic Vertebral Fracture. PMID:33804770
Recognition of Bathroom Activities in Older Adults Using Wearable Sensors: A Systematic Review and Recommendations. PMID:33804626
Detection of Myocardial Infarction Using ECG and Multi-Scale Feature Concatenate. PMID:33803265
Automatic Sleep-Stage Scoring in Healthy and Sleep Disorder Patients Using Optimal Wavelet Filter Bank Technique with EEG Signals. PMID:33802799
Self-Relative Evaluation Framework for EEG-Based Biometric Systems. PMID:33802708
Time-Reversibility, Causality and Compression-Complexity. PMID:33802138
An Estimation Method of Continuous Non-Invasive Arterial Blood Pressure Waveform Using Photoplethysmography: A U-Net Architecture-Based Approach. PMID:33800106
EEG-Based Sleep Staging Analysis with Functional Connectivity. PMID:33799850
A telediagnosis assistance system for multiple-lead electrocardiography. PMID:33797700
Bilinear neural network with 3-D attention for brain decoding of motor imagery movements from the human EEG. PMID:33786088
A Wearable Tele-Health System towards Monitoring COVID-19 and Chronic Diseases. PMID:33784625
Putting (One's) Heart into Music. PMID:33782694
Creation and validation of a chest X-ray dataset with eye-tracking and report dictation for AI development. PMID:33767191
Transfer learning from ECG to PPG for improved sleep staging from wrist-worn wearables. PMID:33761477
Variable selection for causal mediation analysis using LASSO-based methods. PMID:33755518
Human biventricular electromechanical simulations on the progression of electrocardiographic and mechanical abnormalities in post-myocardial infarction. PMID:33751088
A novel model to label delirium in an intensive care unit from clinician actions. PMID:33750375
Clinical Decision Support for Traumatic Brain Injury: Identifying a Framework for Practical Model-Based Intracranial Pressure Estimation at Multihour Timescales. PMID:33749613
An Accurate QRS complex and P wave Detection in ECG Signals using Complete Ensemble Empirical Mode Decomposition Approach. PMID:33747666
HeartNetEC: a deep representation learning approach for ECG beat classification. PMID:33747604
Source separation from single-channel abdominal phonocardiographic signals based on independent component analysis. PMID:33747603
Deep Learning in Automatic Sleep Staging With a Single Channel Electroencephalography. PMID:33746774
Variations of Time Irreversibility of Heart Rate Variability Under Normobaric Hypoxic Exposure. PMID:33746767
Analysis of Potential for User Errors in Mobile Deployment of Radiology Deep Learning for Cardiac Rhythm Device Detection. PMID:33742333
Cuff-less blood pressure estimation from photoplethysmography signal and electrocardiogram. PMID:33738778
A Persistent Homology Approach to Heart Rate Variability Analysis With an Application to Sleep-Wake Classification. PMID:33732168
GRAM: Graph-based Attention Model for Healthcare Representation Learning. PMID:33717639
Data-driven curation process for describing the blood glucose management in the intensive care unit. PMID:33692359
Visualizing and Quantifying Irregular Heart Rate Irregularities to Identify Atrial Fibrillation Events. PMID:33679450
Beating Rate Variability of Isolated Mammal Sinoatrial Node Tissue: Insight Into Its Contribution to Heart Rate Variability. PMID:33679288
The great multivariate time series classification bake off: a review and experimental evaluation of recent algorithmic advances. PMID:33679210
Assessment of Outliers and Detection of Artifactual Network Segments Using Univariate and Multivariate Dispersion Entropy on Physiological Signals. PMID:33672557
An Adaptive Weight Learning-Based Multitask Deep Network for Continuous Blood Pressure Estimation Using Electrocardiogram Signals. PMID:33668778
Efficiently Updating ECG-Based Biometric Authentication Based on Incremental Learning. PMID:33668148
Can the application of certain music information retrieval methods contribute to the machine learning classification of electrocardiographic signals? PMID:33665429
Prediction Models for AKI in ICU: A Comparative Study. PMID:33664585
Transfer learning for ECG classification. PMID:33664343
Deep Neural Network Approach for Continuous ECG-Based Automated External Defibrillator Shock Advisory System During Cardiopulmonary Resuscitation. PMID:33663222
Pupillometric Complexity and Symmetricity Follow Inverted-U Curves Against Baseline Diameter Due to Crossed Locus Coeruleus Projections to the Edinger-Westphal Nucleus. PMID:33643064
Proof of concept: Screening for REM sleep behaviour disorder with a minimal set of sensors. PMID:33636605
Joint Modeling of Chest Radiographs and Radiology Reports for Pulmonary Edema Assessment. PMID:33634272
Comparative Effectiveness of Heart Rate Control Medications for the Treatment of Sepsis-Associated Atrial Fibrillation. PMID:33619010
Heart Rate Dynamics During Acute Recovery From Maximal Aerobic Exercise in Young Adults. PMID:33613320
FETAL HEART RATE CLASSIFICATION BY NON-PARAMETRIC BAYESIAN METHODS. PMID:33613124
An ECG Signal Classification Method Based on Dilated Causal Convolution. PMID:33603825
Chronic vagus nerve stimulation is associated with multi-year improvement in intrinsic heart rate recovery and left ventricular ejection fraction in ANTHEM-HF. PMID:33590355
Automated seizure diagnosis system based on feature extraction and channel selection using EEG signals. PMID:33580323
The hidden waves in the ECG uncovered revealing a sound automated interpretation method. PMID:33580164
Assessment of the Effectiveness of Rehabilitation after Total Knee Replacement Surgery Using Sample Entropy and Classical Measures of Body Balance. PMID:33573057
A Machine-Learning Approach for Dynamic Prediction of Sepsis-Induced Coagulopathy in Critically Ill Patients With Sepsis. PMID:33553224
Mortality Prediction in Cerebral Hemorrhage Patients Using Machine Learning Algorithms in Intensive Care Units. PMID:33551969
Characterisation of Textile Embedded Electrodes for Use in a Neonatal Smart Mattress Electrocardiography System. PMID:33540669
Recursive dynamic functional connectivity reveals a characteristic correlation structure in human scalp EEG. PMID:33531577
A non-invasive multimodal foetal ECG-Doppler dataset for antenatal cardiology research. PMID:33500414
[Artificial intelligence in neurocritical care]. PMID:33491152
The Reconstruction of a 12-Lead Electrocardiogram from a Reduced Lead Set Using a Focus Time-Delay Neural Network. PMID:33488027
A greedy graph search algorithm based on changepoint analysis for automatic QRS complex detection. PMID:33484946
Hybrid Decision Support to Monitor Atrial Fibrillation for Stroke Prevention. PMID:33477887
A Multi-Class Automatic Sleep Staging Method Based on Photoplethysmography Signals. PMID:33477468
Multi-Chaotic Analysis of Inter-Beat (R-R) Intervals in Cardiac Signals for Discrimination between Normal and Pathological Classes. PMID:33467750
Singular Value Decomposition for Removal of Cardiac Interference from Trunk Electromyogram. PMID:33467431
Delineation of the electrocardiogram with a mixed-quality-annotations dataset using convolutional neural networks. PMID:33441632
EEG microstate features according to performance on a mental arithmetic task. PMID:33431963
Explainable artificial intelligence for heart rate variability in ECG signal. PMID:33425369
Deep Learning in Mining Biological Data. PMID:33425045
Assessing Velocity and Directionality of Uterine Electrical Activity for Preterm Birth Prediction Using EHG Surface Records. PMID:33419319
Automated detection of arrhythmia from electrocardiogram signal based on new convolutional encoded features with bidirectional long short-term memory network classifier. PMID:33405209
Digital oximetry biomarkers for assessing respiratory function: standards of measurement, physiological interpretation, and clinical use. PMID:33398041
Comparing different wavelet transforms on removing electrocardiogram baseline wanders and special trends. PMID:33380333
On the Variability of Functional Connectivity and Network Measures in Source-Reconstructed EEG Time-Series. PMID:33375007
Non-invasive Fetal Electrocardiography for Intrapartum Cardiotocography. PMID:33363064
Association Between ICU-Acquired Hypernatremia and In-Hospital Mortality: Data From the Medical Information Mart for Intensive Care III and the Electronic ICU Collaborative Research Database. PMID:33354677
Formulating multi diseases dataset for identifying, triaging and prioritizing patients to multi medical emergency levels: Simulated dataset accompanied with codes. PMID:33354596
Addressing Noise and Skewness in Interpretable Health-Condition Assessment by Learning Model Confidence. PMID:33352690
Platform for Analysis and Labeling of Medical Time Series. PMID:33352643
Multiscale based nonlinear dynamics analysis of heart rate variability signals. PMID:33332361
Development of a support vector machine learning and smart phone Internet of Things-based architecture for real-time sleep apnea diagnosis. PMID:33323112
Error Estimation of Ultra-Short Heart Rate Variability Parameters: Effect of Missing Data Caused by Motion Artifacts. PMID:33322560
Entropy Profiling: A Reduced-Parametric Measure of Kolmogorov-Sinai Entropy from Short-Term HRV Signal. PMID:33321962
Admission oxygen saturation and all-cause in-hospital mortality in acute myocardial infarction patients: data from the MIMIC-III database. PMID:33313116
Automatic seizure detection based on imaged-EEG signals through fully convolutional networks. PMID:33311533
A robust ECG denoising technique using variable frequency complex demodulation. PMID:33309076
Breathing rate and heart rate as confounding factors in measuring T wave alternans and morphological variability in ECG. PMID:33296886
The Neutrophil Percentage-to-Albumin Ratio as a New Predictor of All-Cause Mortality in Patients with Cardiogenic Shock. PMID:33294452
Predicting 30-days mortality for MIMIC-III patients with sepsis-3: a machine learning approach using XGboost. PMID:33287854
SynSigGAN: Generative Adversarial Networks for Synthetic Biomedical Signal Generation. PMID:33287366
Effects of Tau and Sampling Frequency on the Regularity Analysis of ECG and EEG Signals Using ApEn and SampEn Entropy Estimators. PMID:33287066
Development of Automated Sleep Stage Classification System Using Multivariate Projection-Based Fixed Boundary Empirical Wavelet Transform and Entropy Features Extracted from Multichannel EEG Signals. PMID:33286910
Optimizing Our Patients' Entropy Production as Therapy? Hypotheses Originating from the Physics of Physiology. PMID:33286863
Modified Distribution Entropy as a Complexity Measure of Heart Rate Variability (HRV) Signal. PMID:33286846
Multiscale Entropy Analysis: Application to Cardio-Respiratory Coupling. PMID:33286811
Entropy and the Brain: An Overview. PMID:33286686
Towards the Development of Nonlinear Approaches to Discriminate AF from NSR Using a Single-Lead ECG. PMID:33286303
Improving Accuracy of Heart Failure Detection Using Data Refinement. PMID:33286292
Using the Information Provided by Forbidden Ordinal Patterns in Permutation Entropy to Reinforce Time Series Discrimination Capabilities. PMID:33286267
Towards a Framework for Observational Causality from Time Series: When Shannon Meets Turing. PMID:33286199
Suppressing the Influence of Ectopic Beats by Applying a Physical Threshold-Based Sample Entropy. PMID:33286185
Augmentation of Dispersion Entropy for Handling Missing and Outlier Samples in Physiological Signal Monitoring. PMID:33286093
Nonlinear Methods Most Applied to Heart-Rate Time Series: A Review. PMID:33286083
Detecting Epileptic Seizures in EEG Signals with Complementary Ensemble Empirical Mode Decomposition and Extreme Gradient Boosting. PMID:33285915
Efficient implementation of LMS adaptive filter-based FECG extraction on an FPGA. PMID:33282322
Obstructive Sleep Apnea Recognition Based on Multi-Bands Spectral Entropy Analysis of Short-Time Heart Rate Variability. PMID:33267526
Small Order Patterns in Big Time Series: A Practical Guide. PMID:33267327
On the Robustness of Multiscale Indices for Long-Term Monitoring in Cardiac Signals. PMID:33267308
Multifractal Spectrum Curvature of RR Tachograms of Healthy People and Patients with Congestive Heart Failure, a New Tool to Assess Health Conditions. PMID:33267295
Embedded Dimension and Time Series Length. Practical Influence on Permutation Entropy and Its Applications. PMID:33267099
Data Discovery and Anomaly Detection Using Atypicality for Real-Valued Data. PMID:33266935
Multiscale Entropy Quantifies the Differential Effect of the Medium Embodiment on Older Adults Prefrontal Cortex during the Story Comprehension: A Comparative Analysis. PMID:33266914
Multiscale Distribution Entropy Analysis of Short-Term Heart Rate Variability. PMID:33266676
Causal Shannon-Fisher Characterization of Motor/Imagery Movements in EEG. PMID:33265749
Transfer Information Energy: A Quantitative Indicator of Information Transfer between Time Series. PMID:33265413
Amplitude- and Fluctuation-Based Dispersion Entropy. PMID:33265301
Heartbeats Do Not Make Good Pseudo-Random Number Generators: An Analysis of the Randomness of Inter-Pulse Intervals. PMID:33265185
Low Computational Cost for Sample Entropy. PMID:33265148
Comparison of Wearable and Clinical Devices for Acquisition of Peripheral Nervous System Signals. PMID:33260880
Towards better heartbeat segmentation with deep learning classification. PMID:33244078
Parkinson's Disease Diagnosis and Severity Assessment Using Ground Reaction Forces and Neural Networks. PMID:33240106
Multi-Branch Convolutional Neural Network for Automatic Sleep Stage Classification with Embedded Stage Refinement and Residual Attention Channel Fusion. PMID:33218040
The effects of age on resting-state BOLD signal variability is explained by cardiovascular and cerebrovascular factors. PMID:33210312
Continuing professional development module : An updated introduction to electroencephalogram-based brain monitoring during intended general anesthesia. PMID:33190217
Classification of 12-lead ECGs: the PhysioNet/Computing in Cardiology Challenge 2020. PMID:33176294
The dynamics of plant nutation. PMID:33173160
Artifact Correction in Short-Term HRV during Strenuous Physical Exercise. PMID:33171676
Proactive Construction of an Annotated Imaging Database for Artificial Intelligence Training. PMID:33169211
Computational Diagnostic Techniques for Electrocardiogram Signal Analysis. PMID:33167558
Development of a predictive model for retention in HIV care using natural language processing of clinical notes. PMID:33150369
Noise Detection in Electrocardiogram Signals for Intensive Care Unit Patients. PMID:33133877
Deep Learning Algorithm Classifies Heartbeat Events Based on Electrocardiogram Signals. PMID:33117191
Biosensing and Actuation-Platforms Coupling Body Input-Output Modalities for Affective Technologies. PMID:33105545
Annotated real and synthetic datasets for non-invasive foetal electrocardiography post-processing benchmarking. PMID:33102661
Extended approach to sum of absolute differences method for improved identification of periods in biomedical time series. PMID:33102157
A Simplified CNN Classification Method for MI-EEG via the Electrode Pairs Signals. PMID:33100985
Quantification of Resting-State Ballistocardiogram Difference Between Clinical and Non-Clinical Populations for Ambient Monitoring of Heart Failure. PMID:33094034
Identification of Drug-Induced Multichannel Block and Proarrhythmic Risk in Humans Using Continuous T Vector Velocity Effect Profiles Derived From Surface Electrocardiograms. PMID:33071822
Towards enabling a cardiovascular digital twin for human systemic circulation using inverse analysis. PMID:33064221
Seeking predictors for paroxysmal atrial fibrillation in stroke with an online clinical database. PMID:33043264
Integration of novel monitoring devices with machine learning technology for scalable cardiovascular management. PMID:33037325
Rapid declines in systolic blood pressure are associated with an increase in pulse transit time. PMID:33031455
Premature Atrial and Ventricular Contraction Detection using Photoplethysmographic Data from a Smartwatch. PMID:33028000
A Graph-constrained Changepoint Detection Approach for ECG Segmentation. PMID:33017996
Multi-Ontology Refined Embeddings (MORE): A hybrid multi-ontology and corpus-based semantic representation model for biomedical concepts. PMID:33010425
DDxNet: a deep learning model for automatic interpretation of electronic health records, electrocardiograms and electroencephalograms. PMID:33009423
Automatic classification of healthy and disease conditions from images or digital standard 12-lead electrocardiograms. PMID:33004907
Anticipation of ventricular tachyarrhythmias by a novel mathematical method: Further insights towards an early warning system in implantable cardioverter defibrillators. PMID:33002020
Prediction of Sudden Cardiac Death Risk with a Support Vector Machine Based on Heart Rate Variability and Heartprint Indices. PMID:32992675
Generating sequential electronic health records using dual adversarial autoencoder. PMID:32989459
Fragmented sinoatrial dynamics in the prediction of atrial fibrillation: the Multi-Ethnic Study of Atherosclerosis. PMID:32986961
Multi-Channel Fetal ECG Denoising With Deep Convolutional Neural Networks. PMID:32984218
Complex study on compression of ECG signals using novel single-cycle fractal-based algorithm and SPIHT. PMID:32978481
Effect of an Inflatable Air Mattress with Variable Rigidity on Sleep Quality. PMID:32957531
Robust Single-Trial EEG-Based Authentication Achieved with a 2-Stage Classifier. PMID:32933146
Ventricular repolarization instability quantified by instantaneous frequency of ECG ST intervals. PMID:32925122
Towards a minimal EEG channel array for a biometric system using resting-state and a genetic algorithm for channel selection. PMID:32913275
Pattern Recognition of Cognitive Load Using EEG and ECG Signals. PMID:32911809
Entropy Analysis of RR-Time Series From Stress Tests. PMID:32903750
The Probability of Ischaemic Stroke Prediction with a Multi-Neural-Network Model. PMID:32899242
[Comparison of four scoring systems for predicting ICU mortality in patients with sepsis]. PMID:32895135
A Smart Service Platform for Cost Efficient Cardiac Health Monitoring. PMID:32872667
Comparative Review of the Algorithms for Removal of Electrocardiographic Interference from Trunk Electromyography. PMID:32872470
Pseudo-colouring an ECG enables lay people to detect QT-interval prolongation regardless of heart rate. PMID:32853262
A Robust Multilevel DWT Densely Network for Cardiovascular Disease Classification. PMID:32847070
Diagnosis of heart diseases by a secure Internet of Health Things system based on Autoencoder Deep Neural Network. PMID:32843778
An Automatic Sleep Stage Classification Algorithm Using Improved Model Based Essence Features. PMID:32825024
Using the Redundant Convolutional Encoder-Decoder to Denoise QRS Complexes in ECG Signals Recorded with an Armband Wearable Device. PMID:32824420
Heart Rate Variability Analysis on Electrocardiograms, Seismocardiograms and Gyrocardiograms on Healthy Volunteers. PMID:32823498
Comparative Analysis of the Permutation and Multiscale Entropies for Quantification of the Brain Signal Variability in Naturalistic Scenarios. PMID:32781789
Estimation of Instantaneous Oxygen Uptake During Exercise and Daily Activities Using a Wearable Cardio-Electromechanical and Environmental Sensor. PMID:32750964
Atrial Fibrillation Detection During Sepsis: Study on MIMIC III ICU Data. PMID:32750900
Novel Density Poincaré Plot Based Machine Learning Method to Detect Atrial Fibrillation From Premature Atrial/Ventricular Contractions. PMID:32746035
Dynamics reconstruction and classification via Koopman features. PMID:32728345
A Sleep Apnea Detection System Based on a One-Dimensional Deep Convolution Neural Network Model Using Single-Lead Electrocardiogram. PMID:32722630
A Dynamic Systems Approach for Detecting and Localizing of Infarct-Related Artery in Acute Myocardial Infarction Using Compressed Paper-Based Electrocardiogram (ECG). PMID:32708959
ECG Biometrics Using Deep Learning and Relative Score Threshold Classification. PMID:32707861
Deep user identification model with multiple biometric data. PMID:32677882
Evaluation of Vertical Ground Reaction Forces Pattern Visualization in Neurodegenerative Diseases Identification Using Deep Learning and Recurrence Plot Image Feature Extraction. PMID:32664354
Real-world performance of the atrial fibrillation monitor in patients with a subcutaneous ICD. PMID:32662101
Analysis of the fetal cardio-electrohysterographic coupling at the third trimester of gestation in healthy women by Bivariate Phase-Rectified Signal Averaging. PMID:32649719
Artificial Intelligence and Machine Learning in Arrhythmias and Cardiac Electrophysiology. PMID:32628863
EEG Channel-Selection Method for Epileptic-Seizure Classification Based on Multi-Objective Optimization. PMID:32625054
Artificial Neural Network for Atrial Fibrillation Identification in Portable Devices. PMID:32599796
Fetal electrocardiograms, direct and abdominal with reference heartbeat annotations. PMID:32587253
Brain Network Constancy and Participant Recognition: an Integrated Approach to Big Data and Complex Network Analysis. PMID:32581918
A Null Space-Based Blind Source Separation for Fetal Electrocardiogram Signals. PMID:32580397
Signatures of the autonomic nervous system and the heart's pacemaker cells in canine electrocardiograms and their applications to humans. PMID:32561798
A quadratic linear-parabolic model-based EEG classification to detect epileptic seizures. PMID:32561700
Classification of low-density EEG for epileptic seizures by energy and fractal features based on EMD. PMID:32561698
Epileptic seizure prediction based on EEG spikes detection of ictal-preictal states. PMID:32561696
High-voltage, diffuse delta rhythms coincide with wakeful consciousness and complexity in Angelman syndrome. PMID:32551137
Optimal length of R-R interval segment window for Lorenz plot detection of paroxysmal atrial fibrillation by machine learning. PMID:32546178
EEG-Brain Activity Monitoring and Predictive Analysis of Signals Using Artificial Neural Networks. PMID:32545622
Convolution-and Attention-Based Neural Network for Automated Sleep Stage Classification. PMID:32532084
WCTECGdb: A 12-Lead Electrocardiography Dataset Recorded Simultaneously with Raw Exploring Electrodes' Potential Directly Referred to the Right Leg. PMID:32521818
SS-SWT and SI-CNN: An Atrial Fibrillation Detection Framework for Time-Frequency ECG Signal. PMID:32509259
Annotation dataset of the cardiotocographic recordings constituting the "CTU-CHB intra-partum CTG database". PMID:32490069
Heart rate variability: Measurement and emerging use in critical care medicine. PMID:32489411
Myocardial infarction evaluation from stopping time decision toward interoperable algorithmic states in reinforcement learning. PMID:32487133
ECG Identification For Personal Authentication Using LSTM-Based Deep Recurrent Neural Networks. PMID:32485827
Impact of observational error on heart rate variability analysis. PMID:32462091
Data Improvement Model Based on ECG Biometric for User Authentication and Identification. PMID:32455686
Cross-Subject Seizure Detection in EEGs Using Deep Transfer Learning. PMID:32454884
A review of epileptic seizure detection using machine learning classifiers. PMID:32451639
PTB-XL, a large publicly available electrocardiography dataset. PMID:32451379
Epileptic spikes detector in pediatric EEG based on matched filters and neural networks. PMID:32449058
Performance of a convolutional neural network derived from an ECG database in recognizing myocardial infarction. PMID:32439873
Fully Convolutional Deep Neural Networks with Optimized Hyperparameters for Detection of Shockable and Non-Shockable Rhythms. PMID:32438582
Classification of atrial fibrillation and normal sinus rhythm based on convolutional neural network. PMID:32431951
Effective automated method for detection and suppression of muscle artefacts from single-channel EEG signal. PMID:32431850
ECG-based prediction algorithm for imminent malignant ventricular arrhythmias using decision tree. PMID:32407335
A Predictive Model for Acute Respiratory Distress Syndrome Mortality Using Red Cell Distribution Width. PMID:32399293
Wearable Measurement of ECG Signals Based on Smart Clothing. PMID:32395127
Examining Human Unipedal Quiet Stance: Characterizing Control through Jerk. PMID:32377224
A Review of Atrial Fibrillation Detection Methods as a Service. PMID:32365521
EEG Signal Analysis for Diagnosing Neurological Disorders Using Discrete Wavelet Transform and Intelligent Techniques. PMID:32354161
Inferring a simple mechanism for alpha-blocking by fitting a neural population model to EEG spectra. PMID:32352973
Protected Health Information filter (Philter): accurately and securely de-identifying free-text clinical notes. PMID:32337372
End-to-End Deep Learning Architecture for Continuous Blood Pressure Estimation Using Attention Mechanism. PMID:32325970
Deep Learning from Incomplete Data: Detecting Imminent Risk of Hospital-acquired Pneumonia in ICU Patients. PMID:32308840
Detection of Atrial Fibrillation Using 1D Convolutional Neural Network. PMID:32290113
Automatic diagnosis of the 12-lead ECG using a deep neural network. PMID:32273514
A hybrid double-density dual-tree discrete wavelet transformation and marginal Fisher analysis for scoring sleep stages from unprocessed single-channel electroencephalogram. PMID:32269935
A 0.6-µW Chopper Amplifier Using a Noise-Efficient DC Servo Loop and Squeezed-Inverter Stage for Power-Efficient Biopotential Sensing. PMID:32268594
Save Muscle Information-Unfiltered EEG Signal Helps Distinguish Sleep Stages. PMID:32260314
Gait Rhythm Dynamics for Neuro-Degenerative Disease Classification via Persistence Landscape- Based Topological Representation. PMID:32260065
A Comparative Study of ECG-derived Respiration in Ambulatory Monitoring using the Single-lead ECG. PMID:32235865
Big data analytics for preventive medicine. PMID:32205918
A trainable clustering algorithm based on shortest paths from density peaks. PMID:32195334
Detection and classification of ECG noises using decomposition on mixed codebook for quality analysis. PMID:32190336
The control mechanisms of heart rate dynamics in a new heart rate nonlinear time series model. PMID:32179768
Automatic Detection of Arrhythmia Based on Multi-Resolution Representation of ECG Signal. PMID:32178296
A Lightweight Deep Learning Model for Fast Electrocardiographic Beats Classification With a Wearable Cardiac Monitor: Development and Validation Study. PMID:32163037
A comprehensive comparison and overview of R packages for calculating sample entropy. PMID:32161808
Classification of ischemic and non-ischemic cardiac events in Holter recordings based on the continuous wavelet transform. PMID:32157593
A Generic Design of Driver Drowsiness and Stress Recognition Using MOGA Optimized Deep MKL-SVM. PMID:32156100
Comparison of Motion Artefact Reduction Methods and the Implementation of Adaptive Motion Artefact Reduction in Wearable Electrocardiogram Monitoring. PMID:32155984
A Survey of Heart Anomaly Detection Using Ambulatory Electrocardiogram (ECG). PMID:32155930
A disk-aware algorithm for time series motif discovery. PMID:32153346
Detecting Congestive Heart Failure by Extracting Multimodal Features and Employing Machine Learning Techniques. PMID:32149106
A-phase classification using convolutional neural networks. PMID:32124224
Spectral and Entropic Features Are Altered by Age in the Electroencephalogram in Patients under Sevoflurane Anesthesia. PMID:32108685
Calibration of ionic and cellular cardiac electrophysiology models. PMID:32084308
A Multi-Task Group Bi-LSTM Networks Application on Electrocardiogram Classification. PMID:32082952
A Pulse Signal Preprocessing Method Based on the Chauvenet Criterion. PMID:32082408
Hybrid Network with Attention Mechanism for Detection and Location of Myocardial Infarction Based on 12-Lead Electrocardiogram Signals. PMID:32074979
Early Detection of Atrial Fibrillation Based on ECG Signals. PMID:32069949
A customizable deep learning model for nosocomial risk prediction from critical care notes with indirect supervision. PMID:32065628
Detection and Classification of Cardiac Arrhythmias by a Challenge-Best Deep Learning Neural Network Model. PMID:32062420
Design and implementation of an ultra-low energy FFT ASIC for processing ECG in Cardiac Pacemakers. PMID:32051675
A 12-lead electrocardiogram database for arrhythmia research covering more than 10,000 patients. PMID:32051412
A Prototype Framework Design for Assisting the Detection of Atrial Fibrillation Using a Generic Low-Cost Biomedical Sensor. PMID:32046173
An Oximetry Based Wireless Device for Sleep Apnea Detection. PMID:32046102
Time Irreversibility of Resting-State Activity in the Healthy Brain and Pathology. PMID:32038297
Characterization of cyclic alternating pattern during sleep in older men and women using large population studies. PMID:32022886
Detection of Atrial Fibrillation Episodes in Long-Term Heart Rhythm Signals Using a Support Vector Machine. PMID:32019220
Customization scenarios for de-identification of clinical notes. PMID:32000770
T-Wave Alternans in Nonpathological Preterm Infants. PMID:31986237
A Wearable Electrocardiogram Telemonitoring System for Atrial Fibrillation Detection. PMID:31979184
Machine learning detection of Atrial Fibrillation using wearable technology. PMID:31978173
Detection of Sleep Apnea from Single-Lead ECG Signal Using a Time Window Artificial Neural Network. PMID:31950061
Markov Models for Detection of Ventricular Arrhythmia. PMID:31946175
Early Prediction of Sepsis From Clinical Data: The PhysioNet/Computing in Cardiology Challenge 2019. PMID:31939789
Photoplethysmography based atrial fibrillation detection: a review. PMID:31934647
Axes of a revolution: challenges and promises of big data in healthcare. PMID:31932803
Transfer Learning in ECG Classification from Human to Horse Using a Novel Parallel Neural Network Architecture. PMID:31932667
Impact of local thermal stimulation on the correlation between oxygen saturation and speed-resolved blood perfusion. PMID:31932611
Utilization of echocardiography during septic shock was associated with a decreased 28-day mortality: a propensity score-matched analysis of the MIMIC-III database. PMID:31930063
SVR-EEMD: An Improved EEMD Method Based on Support Vector Regression Extension in PPG Signal Denoising. PMID:31915461
A simple method for detecting chaos in nature. PMID:31909203
Intraclass correlations of seizure duration by wavelet transform, sample entropy, and visual determination in electroconvulsive therapy. PMID:31891221
DeepFHR: intelligent prediction of fetal Acidemia using fetal heart rate signals based on convolutional neural network. PMID:31888592
Development, calibration, and validation of a novel human ventricular myocyte model in health, disease, and drug block. PMID:31868580
Patterns of temporal scaling of groundwater level fluctuation. PMID:31866691
Single-lead noninvasive fetal ECG extraction by means of combining clustering and principal components analysis. PMID:31858419
An Improved Convolutional Neural Network Based Approach for Automated Heartbeat Classification. PMID:31853698
A Parallel Multiscale Filter Bank Convolutional Neural Networks for Motor Imagery EEG Classification. PMID:31849587
Advanced P Wave Detection in Ecg Signals During Pathology: Evaluation in Different Arrhythmia Contexts. PMID:31836760
MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports. PMID:31831740
Improved EOG Artifact Removal Using Wavelet Enhanced Independent Component Analysis. PMID:31817120
Low Complexity Automatic Stationary Wavelet Transform for Elimination of Eye Blinks from EEG. PMID:31810263
A hybrid self-attention deep learning framework for multivariate sleep stage classification. PMID:31787093
Scaling behaviour in music and cortical dynamics interplay to mediate music listening pleasure. PMID:31776389
A general-purpose signal processing algorithm for biological profiles using only first-order derivative information. PMID:31775621
Estimation of the apnea-hypopnea index in a heterogeneous sleep-disordered population using optimised cardiovascular features. PMID:31772228
Microvolt T-wave alternans at the end of surgery is associated with postoperative mortality in cardiac surgery patients. PMID:31758018
Reconfigurable Architecture for Multi-lead ECG Signal Compression with High-frequency Noise Reduction. PMID:31754217
VERB: VFCDM-Based Electrocardiogram Reconstruction and Beat Detection Algorithm. PMID:31741809
An Effective LSTM Recurrent Network to Detect Arrhythmia on Imbalanced ECG Dataset. PMID:31737240
A Systematic Review of Detecting Sleep Apnea Using Deep Learning. PMID:31726771
Representation Learning Approaches to Detect False Arrhythmia Alarms from ECG Dynamics. PMID:31723938
Changes in Heart Rate and Rhythm During a Crossover Study of Simulated Commercial Flight in Older and Vulnerable Participants. PMID:31708799
A Data-Driven Approach to Predicting Septic Shock in the Intensive Care Unit. PMID:31700248
Loss of adaptive capacity in asthmatic patients revealed by biomarker fluctuation dynamics after rhinovirus challenge. PMID:31687927
Symbolic Recurrence Analysis of RR Interval to Detect Atrial Fibrillation. PMID:31684004
Multiple Physiological Signals Fusion Techniques for Improving Heartbeat Detection: A Review. PMID:31671921
Preoperative Blood Pressure Complexity Indices as a Marker for Frailty in Patients Undergoing Cardiac Surgery. PMID:31668744
Robust, real-time generic detector based on a multi-feature probabilistic method. PMID:31661497
Positive and Negative Evidence Accumulation Clustering for Sensor Fusion: An Application to Heartbeat Clustering. PMID:31653110
Analysis of Pulse Arrival Time as an Indicator of Blood Pressure in a Large Surgical Biosignal Database: Recommendations for Developing Ubiquitous Blood Pressure Monitoring Methods. PMID:31653002
Trends and Focus of Machine Learning Applications for Health Research. PMID:31651969
LiSep LSTM: A Machine Learning Algorithm for Early Detection of Septic Shock. PMID:31641162
Standing balance of professional ballet dancers and non-dancers under different conditions. PMID:31639174
Scientist and data architect collaborate to curate and archive an inner ear electrophysiology data collection. PMID:31626635
Machine Learning Approach to Predict Ventricular Fibrillation Based on QRS Complex Shape. PMID:31616311
Ambulatory and Laboratory Stress Detection Based on Raw Electrocardiogram Signals Using a Convolutional Neural Network. PMID:31614646
A Performant Web-Based Visualization, Assessment, and Collaboration Tool for Multidimensional Biosignals. PMID:31607882
Effect of aging on the association between ankle muscle strength and the control of bipedal stance. PMID:31581217
Sleep apnea detection from a single-lead ECG signal with automatic feature-extraction through a modified LeNet-5 convolutional neural network. PMID:31579607
QRStree: A prefix tree-based model to fetal QRS complexes detection. PMID:31574123
Changes in global electrical heterogeneity associated with dofetilide, quinidine, ranolazine, and verapamil. PMID:31539628
Factors associated with outcomes of septic shock patients receiving high dose noradrenaline according to three primary infection sites. PMID:31530058
Low Resource Complexity R-peak Detection Based on Triangle Template Matching and Moving Average Filter. PMID:31527502
Automated and Interpretable Patient ECG Profiles for Disease Detection, Tracking, and Discovery. PMID:31525078
All-in-One, Wireless, Stretchable Hybrid Electronics for Smart, Connected, and Ambulatory Physiological Monitoring. PMID:31508289
Hypothetical Control of Heart Rate Variability. PMID:31507444
Groundtruth: A Matlab GUI for Artifact and Feature Identification in Physiological Signals. PMID:31481893
Skin Conductance as a Viable Alternative for Closing the Deep Brain Stimulation Loop in Neuropsychiatric Disorders. PMID:31447627
Classification of Decompensated Heart Failure From Clinical and Home Ballistocardiography. PMID:31425011
A modeling and machine learning approach to ECG feature engineering for the detection of ischemia using pseudo-ECG. PMID:31404081
During Cycling What Limits Maximum Mechanical Power Output at Cadences above 120 rpm? PMID:31389907
Blood Pressure Estimation from Photoplethysmogram Using a Spectro-Temporal Deep Neural Network. PMID:31382703
Obtaining Knowledge in Pathology Reports Through a Natural Language Processing Approach With Classification, Named-Entity Recognition, and Relation-Extraction Heuristics. PMID:31365274
Classification of drug-induced hERG potassium-channel block from electrocardiographic T-wave features using artificial neural networks. PMID:31347753
Comparison of Different Electrocardiography with Vectorcardiography Transformations. PMID:31336798
A Novel Approach for Multi-Lead ECG Classification Using DL-CCANet and TL-CCANet. PMID:31330925
An Automatic Approach Using ELM Classifier for HFpEF Identification Based on Heart Sound Characteristics. PMID:31309299
Complexity based measures of postural stability provide novel evidence of functional decline in fragile X premutation carriers. PMID:31299981
Relationship between Ischemic Stroke and Pulse Rate Variability as a Surrogate of Heart Rate Variability. PMID:31295816
T vector velocity: A new ECG biomarker for identifying drug effects on cardiac ventricular repolarization. PMID:31283756
Arrangements of Resting State Electroencephalography as the Input to Convolutional Neural Network for Biometric Identification. PMID:31281339
Cascading detection model for prediction of apnea-hypopnea events based on nasal flow and arterial blood oxygen saturation. PMID:31278530
Assessing the Readability of Freely Available ICU Notes. PMID:31259026
New-Onset Atrial Fibrillation as a Sepsis-Defining Organ Failure. PMID:31242401
Robust closed-loop control of spike-and-wave discharges in a thalamocortical computational model of absence epilepsy. PMID:31235838
Wearable Real-Time Heart Attack Detection and Warning System to Reduce Road Accidents. PMID:31226858
Model-Based Quantification of Left Ventricular Diastolic Function in Critically Ill Patients with Atrial Fibrillation from Routine Data: A Feasibility Study. PMID:31223333
Entropy Measures Can Add Novel Information to Reveal How Runners' Heart Rate and Speed Are Regulated by Different Environments. PMID:31214084
Evaluating Complexity of Fetal MEG Signals: A Comparison of Different Metrics and Their Applicability. PMID:31191264
ECG Multilead QT Interval Estimation Using Support Vector Machines. PMID:31178988
Exploring the relationship between the speed-resolved perfusion of blood flux and HRV following different thermal stimulations using MSE and MFE analyses. PMID:31167001
Comparison of HRV indices obtained from ECG and SCG signals from CEBS database. PMID:31153383
Parameter estimation and identifiability in a neural population model for electro-cortical activity. PMID:31145724
FusionAtt: Deep Fusional Attention Networks for Multi-Channel Biomedical Signals. PMID:31141898
Differentiation of Heart Failure Patients by the Ratio of the Scaling Exponents of Cardiac Interbeat Intervals. PMID:31139094
ECG Signal as Robust and Reliable Biometric Marker: Datasets and Algorithms Comparison. PMID:31121807
Resonant model-A new paradigm for modeling an action potential of biological cells. PMID:31116780
Perpetual and Virtual Patients for Cardiorespiratory Physiological Studies. PMID:31110896
Patient Mobility Support for Indoor Non-Directed Optical Body Area Networks. PMID:31109028
Mixed convolutional and long short-term memory network for the detection of lethal ventricular arrhythmia. PMID:31107876
Ensemble learning algorithm based on multi-parameters for sleep staging. PMID:31104274
Optimal data fusion for the improvement of QRS complex detection in multi-channel ECG recordings. PMID:31098721
Detecting dynamic spatial correlation patterns with generalized wavelet coherence and non-stationary surrogate data. PMID:31089157
SleepEEGNet: Automated sleep stage scoring with sequence to sequence deep learning approach. PMID:31063501
Origins of 1/f noise in human music performance from short-range autocorrelations related to rhythmic structures. PMID:31059519
On moment of velocity for signal analysis. PMID:31032047
Detection of preterm birth in electrohysterogram signals based on wavelet transform and stacked sparse autoencoder. PMID:30990810
A Discrete Curvature Estimation Based Low-Distortion Adaptive Savitzky⁻Golay Filter for ECG Denoising. PMID:30987283
Fatigue-Mediated Loss of Complexity is Contraction-Type Dependent in Vastus Lateralis Electromyographic Signals. PMID:30986944
Modeling neuronal avalanches and long-range temporal correlations at the emergence of collective oscillations: Continuously varying exponents mimic M/EEG results. PMID:30951525
Electrocardiogram Baseline Wander Suppression Based on the Combination of Morphological and Wavelet Transformation Based Filtering. PMID:30944579
A Strategy for Classification of "Vaginal vs. Cesarean Section" Delivery: Bivariate Empirical Mode Decomposition of Cardiotocographic Recordings. PMID:30941054
Peak Detection Algorithm for Vital Sign Detection Using Doppler Radar Sensors. PMID:30939799
Detection of Congestive Heart Failure Based on LSTM-Based Deep Network via Short-Term RR Intervals. PMID:30925693
Patient-Specific Seizure Detection Method using Hybrid Classifier with Optimized Electrodes. PMID:30915585
ECG Signal Denoising and Features Extraction Using Unbiased FIR Smoothing. PMID:30915349
Computer-Aided Diagnosis System of Fetal Hypoxia Incorporating Recurrence Plot With Convolutional Neural Network. PMID:30914973
Dynamic properties of glucose complexity during the course of critical illness: a pilot study. PMID:30888595
A Fast DFA Algorithm for Multifractal Multiscale Analysis of Physiological Time Series. PMID:30881308
Computational Fluid Dynamics Characterization of Two Patient-Specific Systemic-to-Pulmonary Shunts before and after Operation. PMID:30863453
How Effective Is Pulse Arrival Time for Evaluating Blood Pressure? Challenges and Recommendations from a Study Using the MIMIC Database. PMID:30862031
Can laypeople identify a drug-induced QT interval prolongation? A psychophysical and eye-tracking experiment examining the ability of nonexperts to interpret an ECG. PMID:30848818
Higher ventricular rate during atrial fibrillation relates to increased cerebral hypoperfusions and hypertensive events. PMID:30846776
Scaling and correlation properties of RR and QT intervals at the cellular level. PMID:30842620
Intelligent Deep Models Based on Scalograms of Electrocardiogram Signals for Biometrics. PMID:30813332
Automatic Prediction of Atrial Fibrillation Based on Convolutional Neural Network Using a Short-term Normal Electrocardiogram Signal. PMID:30804732
The application of Lempel-Ziv and Titchener complexity analysis for equine telemetric electrocardiographic recordings. PMID:30796330
A quantitative exploration of gastrointestinal bleeding in intensive care unit patients. PMID:30794554
Segmentation of the ECG Signal by Means of a Linear Regression Algorithm. PMID:30769781
Cerebral vasomotor reactivity during hypo- and hypercapnia across the adult lifespan. PMID:30764704
fNIRS improves seizure detection in multimodal EEG-fNIRS recordings. PMID:30734544
Dynamic causal modelling of fluctuating connectivity in resting-state EEG. PMID:30690158
The Connected Intensive Care Unit Patient: Exploratory Analyses and Cohort Discovery From a Critical Care Telemedicine Database. PMID:30679148
Ultra-short term HRV features as surrogates of short term HRV: a case study on mental stress detection in real life. PMID:30654799
Data-Driven Based Approach to Aid Parkinson's Disease Diagnosis. PMID:30634600
A review of big data applications of physiological signal data. PMID:30627871
Ventricular Fibrillation Waveform Analysis During Chest Compressions to Predict Survival From Cardiac Arrest. PMID:30626208
Validating Deep Neural Networks for Online Decoding of Motor Imagery Movements from EEG Signals. PMID:30626132
Evaluation of the Linear Relationship Between Pulse Arrival Time and Blood Pressure in ICU Patients: Potential and Limitations. PMID:30622482
Fractal and Multifractal Properties of Electrographic Recordings of Human Brain Activity: Toward Its Use as a Signal Feature for Machine Learning in Clinical Applications. PMID:30618789
Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network. PMID:30617320
Obstructive sleep apnoea detection using convolutional neural network based deep learning framework. PMID:30603194
The research of sleep staging based on single-lead electrocardiogram and deep neural network. PMID:30603193
Simulation of an optimized technique based on DS-CDMA for simultaneous transmission of multichannel biosignals. PMID:30603162
A knowledge discovery methodology from EEG data for cyclic alternating pattern detection. PMID:30563526
Arrhythmia Classification of ECG Signals Using Hybrid Features. PMID:30538768
Deep learning in the cross-time frequency domain for sleep staging from a single-lead electrocardiogram. PMID:30524025
Automated profiling of growth cone heterogeneity defines relations between morphology and motility. PMID:30523041
Heartbeat scaling in early adolescents: Its association with anxiety symptoms and sensitivity to punishment. PMID:30487872
The Temple University Hospital Seizure Detection Corpus. PMID:30487743
A multi-context learning approach for EEG epileptic seizure detection. PMID:30463546
Assessment of Multi-Ion Channel Block in a Phase I Randomized Study Design: Results of the CiPA Phase I ECG Biomarker Validation Study. PMID:30447156
A pyramid-like model for heartbeat classification from ECG recordings. PMID:30427899
Missing RRI Interpolation Algorithm based on Locally Weighted Partial Least Squares for Precise Heart Rate Variability Analysis. PMID:30423835
Optimal Perioperative Blood Pressure Management. PMID:30414642
Comparison of Electrocardiographic Biomarkers for Differentiating Drug-Induced Single vs. Multiple Cardiac Ion Channel Block. PMID:30414356
Chronic pulmonary exposure to traffic-related fine particulate matter causes brain impairment in adult rats. PMID:30413208
Comparison of Invasive and Noninvasive Blood Pressure Measurements for Assessing Signal Complexity and Surgical Risk in Cardiac Surgical Patients. PMID:30399022
Retrieving hidden atrial repolarization waves from standard surface ECGs. PMID:30396342
Uncertainty in heart rate complexity metrics caused by R-peak perturbations. PMID:30384177
Non-Adaptive Methods for Fetal ECG Signal Processing: A Review and Appraisal. PMID:30373259
Atrial Fibrillation Detection Using a Novel Cardiac Ambulatory Monitor Based on Photo-Plethysmography at the Wrist. PMID:30371247
Prevalence and Temporal Distribution of Extrasystoles in Septic ICU Patients: The Feasibility of Predicting Fluid Responsiveness Using Extrasystoles. PMID:30364006
Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification. PMID:30346277
PhysioZoo: A Novel Open Access Platform for Heart Rate Variability Analysis of Mammalian Electrocardiographic Data. PMID:30337883
Global Epileptic Seizure Identification With Affinity Propagation Clustering Partition Mutual Information Using Cross-Layer Fully Connected Neural Network. PMID:30333740
An Efficient Teager Energy Operator-Based Automated QRS Complex Detection. PMID:30319742
Bridging Waves and Crucial Events in the Dynamics of the Brain. PMID:30319430
Information transfer in QT-RR dynamics: Application to QT-correction. PMID:30301929
Can high-intensity interval training change cardiac autonomic control? A systematic review. PMID:30293954
Mechanical power of ventilation is associated with mortality in critically ill patients: an analysis of patients in two observational cohorts. PMID:30291378
Non-invasive real-time autonomic function characterization during surgery via continuous Poincaré quantification of heart rate variability. PMID:30284098
EEG-Based Automatic Sleep Staging Using Ontology and Weighting Feature Analysis. PMID:30254690
An Ultra-Low Power Smart Headband for Real-Time Epileptic Seizure Detection. PMID:30245945
Computational model-based assessment of baroreflex function from response to Valsalva maneuver. PMID:30236047
Heart Rate Fragmentation as a Novel Biomarker of Adverse Cardiovascular Events: The Multi-Ethnic Study of Atherosclerosis. PMID:30233384
EGG DWPack: System for Multi-Channel Electrogastrographic Signals Recording and Analysis. PMID:30225785
Automatic Detection of Atrial Fibrillation Based on Continuous Wavelet Transform and 2D Convolutional Neural Networks. PMID:30214416
The eICU Collaborative Research Database, a freely available multi-center database for critical care research. PMID:30204154
Hypertension Assessment via ECG and PPG Signals: An Evaluation Using MIMIC Database. PMID:30201887
An open source benchmarked toolbox for cardiovascular waveform and interval analysis. PMID:30199376
A method to extract realistic artifacts from electrocardiogram recordings for robust algorithm testing. PMID:30180996
Data to diagnosis in global health: a 3P approach. PMID:30180839
Wavelet leader multifractal analysis of heart rate variability in atrial fibrillation. PMID:30177367
Deep Learning on 1-D Biosignals: a Taxonomy-based Survey. PMID:30157512
Characterization and automatic classification of preterm and term uterine records. PMID:30153264
Association of Sex With Clinical Outcome in Critically Ill Sepsis Patients: A Retrospective Analysis of the Large Clinical Database MIMIC-III. PMID:30138298
Noninvasive assessment of dofetilide plasma concentration using a deep learning (neural network) analysis of the surface electrocardiogram: A proof of concept study. PMID:30133452
An investigation on the influence of yogic methods on heart rate variability. PMID:30133076
Systems Medicine Disease: Disease Classification and Scalability Beyond Networks and Boundary Conditions. PMID:30131956
A Comprehensive Feature Analysis of the Fetal Heart Rate Signal for the Intelligent Assessment of Fetal State. PMID:30127256
Impact of predictive analytics based on continuous cardiorespiratory monitoring in a surgical and trauma intensive care unit. PMID:30121744
A Bayesian measure of association that utilizes the underlying distributions of noise and information. PMID:30118488
A Novel Wavelet Transform-Homogeneity Model for Sudden Cardiac Death Prediction Using ECG Signals. PMID:30117048
A Universal Scaling Relation for Defining Power Spectral Bands in Mammalian Heart Rate Variability Analysis. PMID:30116198
A comparison between scalp- and source-reconstructed EEG networks. PMID:30115955
A Comparative Analysis of Methods for Evaluation of ECG Signal Quality after Compression. PMID:30112363
Electrocardiogram Sampling Frequency Range Acceptable for Heart Rate Variability Analysis. PMID:30109153
Validation of an algorithm to reveal the U wave in atrial fibrillation. PMID:30093703
High 28-day mortality in critically ill patients with sepsis and concomitant active cancer. PMID:30088429
Modeling brain dynamic state changes with adaptive mixture independent component analysis. PMID:30086409
Monitoring significant ST changes through deep learning. PMID:30082087
Bodily-Contact Communication Medium Induces Relaxed Mode of Brain Activity While Increasing Its Dynamical Complexity: A Pilot Study. PMID:30050488
Altered Heart Rate Regulation in Adolescent Girls and the Vulnerability for Internalizing Disorders. PMID:30038579
On the Einthoven Triangle: A Critical Analysis of the Single Rotating Dipole Hypothesis. PMID:30036936
Mobile Personal Health Monitoring for Automated Classification of Electrocardiogram Signals in Elderly. PMID:30002725
Time-related association between fluid balance and mortality in sepsis patients: interaction between fluid balance and haemodynamics. PMID:29991754
Breathing Rate Estimation From the Electrocardiogram and Photoplethysmogram: A Review. PMID:29990026
Various epileptic seizure detection techniques using biomedical signals: a review. PMID:29987692
Integer-dimensional fractals of nonlinear dynamics, control mechanisms, and physical implications. PMID:29985429
Esmolol indirectly stimulates vagal nerve activity in endotoxemic pigs. PMID:29974363
Automated Method for Discrimination of Arrhythmias Using Time, Frequency, and Nonlinear Features of Electrocardiogram Signals. PMID:29966276
Design and Evaluation of a Real Time Physiological Signals Acquisition System Implemented in Multi-Operating Rooms for Anesthesia. PMID:29961144
Detection of Life Threatening Ventricular Arrhythmia Using Digital Taylor Fourier Transform. PMID:29951004
Enhancement of low-quality fetal electrocardiogram based on time-sequenced adaptive filtering. PMID:29938302
A Fast and Robust Non-Sparse Signal Recovery Algorithm for Wearable ECG Telemonitoring Using ADMM-Based Block Sparse Bayesian Learning. PMID:29937512
Real-Time Fault-Tolerant mHealth System: Comprehensive Review of Healthcare Services, Opens Issues, Challenges and Methodological Aspects. PMID:29936593
A clustering-based method for single-channel fetal heart rate monitoring. PMID:29933366
Differential Entropy Preserves Variational Information of Near-Infrared Spectroscopy Time Series Associated With Working Memory. PMID:29922144
Recurrence Quantification Analysis at work: Quasi-periodicity based interpretation of gait force profiles for patients with Parkinson disease. PMID:29904070
Topolnogical classifier for detecting the emergence of epileptic seizures. PMID:29903043
A comparison of entropy approaches for AF discrimination. PMID:29897343
Meditation-Induced Coherence and Crucial Events. PMID:29896114
Neurophysiological Basis of Multi-Scale Entropy of Brain Complexity and Its Relationship With Functional Connectivity. PMID:29896081
Exploring the Relationship between Blood Flux Signals and HRV following Different Thermal Stimulations using Complexity Analysis. PMID:29895975
A Deep Learning Approach to Examine Ischemic ST Changes in Ambulatory ECG Recordings. PMID:29888083
Correlation Assisted Strong Uncorrelating Transform Complex Common Spatial Patterns for Spatially Distant Channel Data. PMID:29887878
Bayesian Classification Models for Premature Ventricular Contraction Detection on ECG Traces. PMID:29861881
deidentify. PMID:29854113
Using OPC and HL7 Standards to Incorporate an Industrial Big Data Historian in a Health IT Environment. PMID:29846812
Reproducible model development in the cardiac electrophysiology Web Lab. PMID:29842853
Sleep apnea detection: accuracy of using automated ECG analysis compared to manually scored polysomnography (apnea hypopnea index). PMID:29808290
Nontraditional Electrocardiogram and Algorithms for Inconspicuous In-Home Monitoring: Comparative Study. PMID:29807881
Linear Phase Sharp Transition BPF to Detect Noninvasive Maternal and Fetal Heart Rate. PMID:29796231
Neonatal autonomic function after pregnancy complications and early cardiovascular development. PMID:29795212
The Pediatric Emergency Care Applied Research Network Registry: A Multicenter Electronic Health Record Registry of Pediatric Emergency Care. PMID:29791930
Novel Method to Efficiently Create an mHealth App: Implementation of a Real-Time Electrocardiogram R Peak Detector. PMID:29789276
Predicting Intensive Care Unit Readmission with Machine Learning Using Electronic Health Record Data. PMID:29787309
Detection of coronary artery disease by reduced features and extreme learning machine. PMID:29785154
Hysteresis Compensation in a Tactile Device for Arterial Pulse Reproduction. PMID:29783750
Studying the dynamics of interbeat interval time series of healthy and congestive heart failure subjects using scale based symbolic entropy analysis. PMID:29771977
Perspectives of human verification via binary QRS template matching of single-lead and 12-lead electrocardiogram. PMID:29771930
Detecting epileptic seizure with different feature extracting strategies using robust machine learning classification techniques by applying advance parameter optimization approach. PMID:29765477
On the Beat Detection Performance in Long-Term ECG Monitoring Scenarios. PMID:29723990
Characterization of postural control impairment in women with fibromyalgia. PMID:29723223
The numerical study on specialized treatment strategies of enhanced external counterpulsation for cardiovascular and cerebrovascular disease. PMID:29713856
A Novel Feature Level Fusion for Heart Rate Variability Classification Using Correntropy and Cauchy-Schwarz Divergence. PMID:29713828
Classification of single-channel EEG signals for epileptic seizures detection based on hybrid features. PMID:29710759
Improved Multiscale Entropy Technique with Nearest-Neighbor Moving-Average Kernel for Nonlinear and Nonstationary Short-Time Biomedical Signal Analysis. PMID:29707188
A Novel Neural Network Model for Blood Pressure Estimation Using Photoplethesmography without Electrocardiogram. PMID:29707186
Biometric and Emotion Identification: An ECG Compression Based Method. PMID:29670564
Privacy-Preserving Patient Similarity Learning in a Federated Environment: Development and Analysis. PMID:29653917
Quantifying sleep architecture dynamics and individual differences using big data and Bayesian networks. PMID:29641599
Non-Invasive Blood Pressure Estimation from ECG Using Machine Learning Techniques. PMID:29641430
Complexity of preoperative blood pressure dynamics: possible utility in cardiac surgical risk assessment. PMID:29564751
Reducing Power and Cycle Requirement for FFT of ECG Signals through Low Level Arithmetic Optimizations for Cardiac Implantable Devices. PMID:29542735
Comparison between Electrocardiographic and Earlobe Pulse Photoplethysmographic Detection for Evaluating Heart Rate Variability in Healthy Subjects in Short- and Long-Term Recordings. PMID:29533990
Target-Controlled Continuous Infusion for Antibiotic Dosing: Proof-of-Principle in an In-silico Vancomycin Trial in Intensive Care Unit Patients. PMID:29512049
Automated Diagnosis of Coronary Artery Disease: A Review and Workflow. PMID:29507812
A dual boundary classifier for predicting acute hypotensive episodes in critical care. PMID:29474481
Measures of entropy and complexity in altered states of consciousness. PMID:29435088
Identifying Phase-Amplitude Coupling in Cyclic Alternating Pattern using Masking Signals. PMID:29422509
Windkessel model of hemodynamic state supported by a pulsatile ventricular assist device in premature ventricle contraction. PMID:29394944
Characterisation of ictal and interictal states of epilepsy: A system dynamic approach of principal dynamic modes analysis. PMID:29351559
Automatic, electrocardiographic-based detection of autonomic arousals and their association with cortical arousals, leg movements, and respiratory events in sleep. PMID:29329416
From Pacemaker to Wearable: Techniques for ECG Detection Systems. PMID:29322351
Computational techniques for ECG analysis and interpretation in light of their contribution to medical advances. PMID:29321268
Spectro-Temporal Electrocardiogram Analysis for Noise-Robust Heart Rate and Heart Rate Variability Measurement. PMID:29255653
Finding representative electrocardiogram beat morphologies with CUR. PMID:29224855
Medical subdomain classification of clinical notes using a machine learning-based natural language processing approach. PMID:29191207
High-accuracy detection of early Parkinson's Disease using multiple characteristics of finger movement while typing. PMID:29190695
Performance Evaluation of Time-Frequency Distributions for ECG Signal Analysis. PMID:29188389
Modeling Uncertainties in EEG Microstates: Analysis of Real and Imagined Motor Movements Using Probabilistic Clustering-Driven Training of Probabilistic Neural Networks. PMID:29163110
The Lesioned Spinal Cord Is a "New" Spinal Cord: Evidence from Functional Changes after Spinal Injury in Lamprey. PMID:29163065
EEG sensorimotor rhythms' variation and functional connectivity measures during motor imagery: linear relations and classification approaches. PMID:29134143
Relevant Features Selection for Automatic Prediction of Preterm Deliveries from Pregnancy ElectroHysterograhic (EHG) records. PMID:29128973
Comparison of Two Highly Automated ECG Algorithms for Detection of Drug-Induced Cardiac Ion Channel Block. PMID:29127703
Beating Heart Motion Accurate Prediction Method Based on Interactive Multiple Model: An Information Fusion Approach. PMID:29124062
Detecting abnormality in heart dynamics from multifractal analysis of ECG signals. PMID:29123213
An Adaptive and Time-Efficient ECG R-Peak Detection Algorithm. PMID:29104745
Coherence and Coupling Functions Reveal Microvascular Impairment in Treated Hypertension. PMID:29081750
Arrhythmia Evaluation in Wearable ECG Devices. PMID:29068369
Noise Maps for Quantitative and Clinical Severity Towards Long-Term ECG Monitoring. PMID:29068362
Reliability of the Parabola Approximation Method in Heart Rate Variability Analysis Using Low-Sampling-Rate Photoplethysmography. PMID:29063975
Paroxysmal atrial fibrillation recognition based on multi-scale wavelet α-entropy. PMID:29061181
Early Seizure Detection Based on Cardiac Autonomic Regulation Dynamics. PMID:29051738
An Integrated Approach Using Chaotic Map & Sample Value Difference Method for Electrocardiogram Steganography and OFDM Based Secured Patient Information Transmission. PMID:29043502
A Review of Automated Methods for Detection of Myocardial Ischemia and Infarction Using Electrocardiogram and Electronic Health Records. PMID:29035225
Stability, Consistency and Performance of Distribution Entropy in Analysing Short Length Heart Rate Variability (HRV) Signal. PMID:28979215
Movement Complexity and Neuromechanical Factors Affect the Entropic Half-Life of Myoelectric Signals. PMID:28974932
A novel ECG detector performance metric and its relationship with missing and false heart rate limit alarms. PMID:28964425
Dynamic classification of fetal heart rates by hierarchical Dirichlet process mixture models. PMID:28953927
A Proof-of-Concept Study: Simple and Effective Detection of P and T Waves in Arrhythmic ECG Signals. PMID:28952588
Long-range correlations and fractal dynamics in C. elegans: Changes with aging and stress. PMID:28950588
Biosignals learning and synthesis using deep neural networks. PMID:28946919
Fetal Heart Sounds Detection Using Wavelet Transform and Fractal Dimension. PMID:28944222
Area asymmetry of heart rate variability signal. PMID:28934961
Auto-correlation in the motor/imaginary human EEG signals: A vision about the FDFA fluctuations. PMID:28910294
Wavelet-based Encoding Scheme for Controlling Size of Compressed ECG Segments in Telecardiology Systems. PMID:28900815
ECG features and methods for automatic classification of ventricular premature and ischemic heartbeats: A comprehensive experimental study. PMID:28894131
A Multi-Sensor Data Fusion Approach for Atrial Hypertrophy Disease Diagnosis Based on Characterized Support Vector Hyperspheres. PMID:28880228
Decreased complexity of glucose dynamics preceding the onset of diabetes in mice and rats. PMID:28877180
Hierarchical Genetic Algorithm and Fuzzy Radial Basis Function Networks for Factors Influencing Hospital Length of Stay Outliers. PMID:28875058
Inter-Patient ECG Heartbeat Classification with Temporal VCG Optimized by PSO. PMID:28874683
Motion artefact removals for wearable ECG using stationary wavelet transform. PMID:28868151
Efficacy of standard dose unfractionated heparin for venous thromboembolism prophylaxis in morbidly obese and non-morbidly obese critically Ill patients. PMID:28828713
Pattern Analysis of Oxygen Saturation Variability in Healthy Individuals: Entropy of Pulse Oximetry Signals Carries Information about Mean Oxygen Saturation. PMID:28824451
Hypotension in ICU Patients Receiving Vasopressor Therapy. PMID:28819101
Cardiorespiratory dynamics measured from continuous ECG monitoring improves detection of deterioration in acute care patients: A retrospective cohort study. PMID:28771487
Learning a Health Knowledge Graph from Electronic Medical Records. PMID:28729710
Hyperglycemia as a Predictor for Adverse Outcome in ICU Patients With and Without Diabetes. PMID:28728435
Beat-ID: Towards a computationally low-cost single heartbeat biometric identity check system based on electrocardiogram wave morphology. PMID:28719614
Novel measure of autonomic remodeling associated with sudden cardiac arrest in diabetes. PMID:28711633
Automatic Detection of Epilepsy and Seizure Using Multiclass Sparse Extreme Learning Machine Classification. PMID:28706561
Characterisation of human AV-nodal properties using a network model. PMID:28702812
Heart rhythm characterization through induced physiological variables. PMID:28698645
Classification of caesarean section and normal vaginal deliveries using foetal heart rate signals and advanced machine learning algorithms. PMID:28679415
Autoreject: Automated artifact rejection for MEG and EEG data. PMID:28645840
Estimating Patient's Health State Using Latent Structure Inferred from Clinical Time Series and Text. PMID:28630952
Phenotyping Hypotensive Patients in Critical Care Using Hospital Discharge Summaries. PMID:28630951
Noninvasive Fetal Electrocardiography Part II: Segmented-Beat Modulation Method for Signal Denoising. PMID:28567129
Noninvasive Fetal Electrocardiography Part I: Pan-Tompkins' Algorithm Adaptation to Fetal R-peak Identification. PMID:28567128
Efficient Fetal-Maternal ECG Signal Separation from Two Channel Maternal Abdominal ECG via Diffusion-Based Channel Selection. PMID:28559848
Block sparsity-based joint compressed sensing recovery of multi-channel ECG signals. PMID:28546862
Heart Rate Fragmentation: A New Approach to the Analysis of Cardiac Interbeat Interval Dynamics. PMID:28536533
Non-Invasive Fetal Monitoring: A Maternal Surface ECG Electrode Placement-Based Novel Approach for Optimization of Adaptive Filter Control Parameters Using the LMS and RLS Algorithms. PMID:28534810
Multiscale ordinal network analysis of human cardiac dynamics. PMID:28507237
A State Space and Density Estimation Framework for Sleep Staging in Obstructive Sleep Apnea. PMID:28499990
Association between fluid intake and mortality in critically ill patients with negative fluid balance: a retrospective cohort study. PMID:28494815
Vertical ground reaction force marker for Parkinson's disease. PMID:28493868
Association between serum osmolarity and mortality in patients who are critically ill: a retrospective cohort study. PMID:28490564
EEG datasets for motor imagery brain-computer interface. PMID:28472337
A novel low-complexity digital filter design for wearable ECG devices. PMID:28384272
Comparison of Baseline Wander Removal Techniques considering the Preservation of ST Changes in the Ischemic ECG: A Simulation Study. PMID:28373893
A Framework for Patient State Tracking by Classifying Multiscalar Physiologic Waveform Features. PMID:28328498
Polyphonic sonification of electrocardiography signals for diagnosis of cardiac pathologies. PMID:28317848
Feature Extraction and Classification of EHG between Pregnancy and Labour Group Using Hilbert-Huang Transform and Extreme Learning Machine. PMID:28316639
A statistical model for brain networks inferred from large-scale electrophysiological signals. PMID:28275122
Repair of Physiologic Time Series: Replacement of Anomalous Data Points to Preserve Fractal Exponents. PMID:28271060
Ensembles of NLP Tools for Data Element Extraction from Clinical Notes. PMID:28269947
Multi-view non-negative tensor factorization as relation learning in healthcare data. PMID:28269015
Analysis of physiological signals using state space correlation entropy. PMID:28261492
Global patterns of synchronization in human communications. PMID:28250100
Toward Improving Electrocardiogram (ECG) Biometric Verification using Mobile Sensors: A Two-Stage Classifier Approach. PMID:28230745
Complexity Variability Assessment of Nonlinear Time-Varying Cardiovascular Control. PMID:28218249
BLINKER: Automated Extraction of Ocular Indices from EEG Enabling Large-Scale Analysis. PMID:28217081
Common Genetic Variant Risk Score Is Associated With Drug-Induced QT Prolongation and Torsade de Pointes Risk: A Pilot Study. PMID:28213480
Shannon's Energy Based Algorithm in ECG Signal Processing. PMID:28197213
Epileptic seizure classifications of single-channel scalp EEG data using wavelet-based features and SVM. PMID:28194648
Discovering Multidimensional Motifs in Physiological Signals for Personalized Healthcare. PMID:28191269
A Fast Multimodal Ectopic Beat Detection Method Applied for Blood Pressure Estimation Based on Pulse Wave Velocity Measurements in Wearable Sensors. PMID:28098831
Screening for Atrial Fibrillation using Economical and accurate TechnologY (SAFETY)-a pilot study. PMID:28087552
A Computational Study on the Relation between Resting Heart Rate and Atrial Fibrillation Hemodynamics under Exercise. PMID:28076389
CSE database: extended annotations and new recommendations for ECG software testing. PMID:28040865
De-identification of patient notes with recurrent neural networks. PMID:28040687
Sublimation-like Behavior of Cardiac Dynamics in Heart Failure: A Malignant Phase Transition? PMID:28018126
A Novel Information-Theoretic Approach for Variable Clustering and Predictive Modeling Using Dirichlet Process Mixtures. PMID:27966581
A Model-Based Machine Learning Approach to Probing Autonomic Regulation From Nonstationary Vital-Sign Time Series. PMID:27959829
Aging and cardiovascular complexity: effect of the length of RR tachograms. PMID:27957395
Heart Failure: Diagnosis, Severity Estimation and Prediction of Adverse Events Through Machine Learning Techniques. PMID:27942354
HRVanalysis: A Free Software for Analyzing Cardiac Autonomic Activity. PMID:27920726
Patterns of motor activity in spontaneously hypertensive rats compared to Wistar Kyoto rats. PMID:27906019
Influence of Heart Rate in Non-linear HRV Indices as a Sampling Rate Effect Evaluated on Supine and Standing. PMID:27895588
A Predictive Model for Medical Events Based on Contextual Embedding of Temporal Sequences. PMID:27888170
Initial evaluation of prospective cardiac triggering using photoplethysmography signals recorded with a video camera compared to pulse oximetry and electrocardiography at 7T MRI. PMID:27881126
An open access database for the evaluation of heart sound algorithms. PMID:27869105
Using Lempel-Ziv Complexity to Assess ECG Signal Quality. PMID:27853413
A Novel and Effective Method for Congestive Heart Failure Detection and Quantification Using Dynamic Heart Rate Variability Measurement. PMID:27835634
Nonlinear Dynamics Forecasting of Obstructive Sleep Apnea Onsets. PMID:27835632
A public data set of human balance evaluations. PMID:27833813
TERMA Framework for Biomedical Signal Analysis: An Economic-Inspired Approach. PMID:27827852
Identification of Long Bone Fractures in Radiology Reports Using Natural Language Processing to support Healthcare Quality Improvement. PMID:27826610
Modulations of Heart Rate, ECG, and Cardio-Respiratory Coupling Observed in Polysomnography. PMID:27826247
Reliable Collection of Real-Time Patient Physiologic Data from less Reliable Networks: a "Monitor of Monitors" System (MoMs). PMID:27817131
Motor Imagery Classification Using Mu and Beta Rhythms of EEG with Strong Uncorrelating Transform Based Complex Common Spatial Patterns. PMID:27795702
Machine Learning and Decision Support in Critical Care. PMID:27765959
Feasibility of In-Vivo Simulation of Acute Hemodynamics in Human Atrial Fibrillation. PMID:27764240
ECG artefact identification and removal in mHealth systems for continuous patient monitoring. PMID:27733923
Functional Generalized Structured Component Analysis. PMID:27714543
Circuit-based interrogation of sleep control. PMID:27708309
Discriminant Analysis of Time Series in the Presence of Within-Group Spectral Variability. PMID:27695143
Combined nonlinear metrics to evaluate spontaneous EEG recordings from chronic spinal cord injury in a rat model: a pilot study. PMID:27668016
Aggregated Indexing of Biomedical Time Series Data. PMID:27617298
Optical blood pressure estimation with photoplethysmography and FFT-based neural networks. PMID:27570693
From Autonomic Nervous System Evaluation to a Novel Paradigm for Scientific Research, Clinical Practice and Economic Development. PMID:27520613
Functional Extended Redundancy Analysis. PMID:27519779
A novel particle filtering method for estimation of pulse pressure variation during spontaneous breathing. PMID:27516085
Linear and non-linear analyses of Conner's Continuous Performance Test-II discriminate adult patients with attention deficit hyperactivity disorder from patients with mood and anxiety disorders. PMID:27515830
High-performance detection and early prediction of septic shock for alcohol-use disorder patients. PMID:27489621
Detecting epileptic seizures with electroencephalogram via a context-learning model. PMID:27459962
False alarm reduction in critical care. PMID:27454172
A Fast Framework for Abrupt Change Detection Based on Binary Search Trees and Kolmogorov Statistic. PMID:27413364
An interdisciplinary approach to study individuality in biological and physical systems functioning. PMID:27412253
Complexity analysis of fetal heart rate preceding intrauterine demise. PMID:27400426
Computationally efficient real-time interpolation algorithm for non-uniform sampled biosignals. PMID:27382478
A Nonlinear Causality Estimator Based on Non-Parametric Multiplicative Regression. PMID:27378901
Inverse Correlation between Heart Rate Variability and Heart Rate Demonstrated by Linear and Nonlinear Analysis. PMID:27336907
The PhysioNet/Computing in Cardiology Challenge 2015: Reducing False Arrhythmia Alarms in the ICU. PMID:27331073
Investigation of ECG Changes in Absence Epilepsy on WAG/Rij Rats. PMID:27307957
Effect of salt intake on beat-to-beat blood pressure nonlinear dynamics and entropy in salt-sensitive versus salt-protected rats. PMID:27288061
An Energy efficient application specific integrated circuit for electrocardiogram feature detection and its potential for ambulatory cardiovascular disease detection. PMID:27284458
Retrospective analysis of pulse oximeter alarm settings in an intensive care unit patient population. PMID:27274710
The Temple University Hospital EEG Data Corpus. PMID:27242402
The Role of Big Data in the Management of Sleep-Disordered Breathing. PMID:27236060
MIMIC-III, a freely accessible critical care database. PMID:27219127
Hybrid ICA-Regression: Automatic Identification and Removal of Ocular Artifacts from Electroencephalographic Signals. PMID:27199714
Single-channel EEG sleep stage classification based on a streamlined set of statistical features in wavelet domain. PMID:27193344
Automatic Real-Time Embedded QRS Complex Detection for a Novel Patch-Type Electrocardiogram Recorder. PMID:27170891
Deterioration of autonomic neuronal receptor signaling and mechanisms intrinsic to heart pacemaker cells contribute to age-associated alterations in heart rate variability in vivo. PMID:27168363
Shoulder pain and time dependent structure in wheelchair propulsion variability. PMID:27134151
Using physiologically based models for clinical translation: predictive modelling, data interpretation or something in-between? PMID:27121495
Generalized Multiscale Entropy Analysis: Application to Quantifying the Complex Volatility of Human Heartbeat Time Series. PMID:27099455
Scaling Up Scientific Discovery in Sleep Medicine: The National Sleep Research Resource. PMID:27070134
Discharge recommendation based on a novel technique of homeostatic analysis. PMID:27026611
Sudden Cardiac Risk Stratification with Electrocardiographic Indices - A Review on Computational Processing, Technology Transfer, and Scientific Evidence. PMID:27014083
Preparing Laboratory and Real-World EEG Data for Large-Scale Analysis: A Containerized Approach. PMID:27014048
Seizure Prediction and Detection via Phase and Amplitude Lock Values. PMID:27014017
Automated Detection of Benzodiazepine Dosage in ICU Patients through a Computational Analysis of Electrocardiographic Data. PMID:26958308
Are the Associations of Cardiac Acceleration and Deceleration Capacities With Fine Metal Particulate in Welders Mediated by Inflammation? PMID:26949872
Long-Term Metal PM2.5 Exposures Decrease Cardiac Acceleration and Deceleration Capacities in Welders. PMID:26949871
Development of an alert system for subjects with paroxysmal atrial fibrillation. PMID:26949432
Wavelet Based Method for Congestive Heart Failure Recognition by Three Confirmation Functions. PMID:26949412
Evaluation of a Decision Support System for Obstructive Sleep Apnea with Nonlinear Analysis of Respiratory Signals. PMID:26937681
Comparison of Support-Vector Machine and Sparse Representation Using a Modified Rule-Based Method for Automated Myocardial Ischemia Detection. PMID:26925158
Medical Decision Support System for Diagnosis of Heart Arrhythmia using DWT and Random Forests Classifier. PMID:26922592
Universal structures of normal and pathological heart rate variability. PMID:26912108
Translational bioinformatics in the era of real-time biomedical, health care and wellness data streams. PMID:26876889
Electrocardiogram ST-Segment Morphology Delineation Method Using Orthogonal Transformations. PMID:26863140
Block Sparse Compressed Sensing of Electroencephalogram (EEG) Signals by Exploiting Linear and Non-Linear Dependencies. PMID:26861335
Multiscale Poincaré plots for visualizing the structure of heartbeat time series. PMID:26860191
Rhythm Facilitates the Detection of Repeating Sound Patterns. PMID:26858589
Accurate, Automated Detection of Atrial Fibrillation in Ambulatory Recordings. PMID:26850411
Effects of Lifetime Occupational Pesticide Exposure on Postural Control Among Farmworkers and Non-Farmworkers. PMID:26849257
A web-based data visualization tool for the MIMIC-II database. PMID:26846781
Platelet-to-Lymphocyte Ratio: A Novel Prognostic Factor for Prediction of 90-day Outcomes in Critically Ill Patients With Diabetic Ketoacidosis. PMID:26825908
Heart Rate Variability Is Associated with Exercise Capacity in Patients with Cardiac Syndrome X. PMID:26812652
Detection of Shockable Ventricular Arrhythmia using Variational Mode Decomposition. PMID:26798076
The Cardiac Electrophysiology Web Lab. PMID:26789753
Distribution of Active and Resting Periods in the Motor Activity of Patients with Depression and Schizophrenia. PMID:26766953
Use of multiscale entropy to facilitate artifact detection in electroencephalographic signals. PMID:26738116
Scalable Predictive Analysis in Critically Ill Patients Using a Visual Open Data Analysis Platform. PMID:26731286
Journal of Clinical Monitoring and Computing 2015 end of year summary: respiration. PMID:26719297
Effects of sensory augmentation on postural control and gait symmetry of transfemoral amputees: a case description. PMID:26718557
The fractal-like complexity of heart rate variability beyond neurotransmitters and autonomic receptors: signaling intrinsic to sinoatrial node pacemaker cells. PMID:26709383
Discrete Scale Invariance of Human Large EEG Voltage Deflections is More Prominent in Waking than Sleep Stage 2. PMID:26696860
An Analog Circuit Approximation of the Discrete Wavelet Transform for Ultra Low Power Signal Processing in Wearable Sensor Nodes. PMID:26694414
QT Interval Variability Index and QT Interval Duration in Different Sleep Stages: Analysis of Polysomnographic Recordings in Nonapneic Male Patients. PMID:26693490
Implementing a Smart Method to Eliminate Artifacts of Vital Signals. PMID:26688799
Predicting the risk of sudden cardiac death. PMID:26660287
Chaotic Visual Cryptosystem Using Empirical Mode Decomposition Algorithm for Clinical EEG Signals. PMID:26645316
Short-term metal particulate exposures decrease cardiac acceleration and deceleration capacities in welders: a repeated-measures panel study. PMID:26644456
FPGA Implementation of Heart Rate Monitoring System. PMID:26643079
Wireless Sensor-Based Smart-Clothing Platform for ECG Monitoring. PMID:26640512
Exploiting multi-lead electrocardiogram correlations using robust third-order tensor decomposition. PMID:26609416
Remote health monitoring system for detecting cardiac disorders. PMID:26577166
Improved Bat algorithm for the detection of myocardial infarction. PMID:26558169
Renal nerves dynamically regulate renal blood flow in conscious, healthy rabbits. PMID:26538235
LightWAVE: Waveform and Annotation Viewing and Editing in a Web Browser. PMID:26525640
An Open-source Toolbox for Analysing and Processing PhysioNet Databases in MATLAB and Octave. PMID:26525081
Motor Activity in Adult Patients with Attention Deficit Hyperactivity Disorder. PMID:26508958
A Novel Algorithm for Movement Artifact Removal in ECG Signals Acquired from Wearable Systems Applied to Horses. PMID:26484686
Automatic Sleep Stage Scoring Using Time-Frequency Analysis and Stacked Sparse Autoencoders. PMID:26464268
An adaptive integrated algorithm for noninvasive fetal ECG separation and noise reduction based on ICA-EEMD-WS. PMID:26429348
Warpgroup: increased precision of metabolomic data processing by consensus integration bound analysis. PMID:26424859
Postconcussion Postural Sway Variability Changes in Youth: The Benefit of Structural Variability Analyses. PMID:26397071
A multi-layer monitoring system for clinical management of Congestive Heart Failure. PMID:26391638
Comparison of Standard and Novel Signal Analysis Approaches to Obstructive Sleep Apnea Classification. PMID:26380256
Risk Prediction of One-Year Mortality in Patients with Cardiac Arrhythmias Using Random Survival Forest. PMID:26379761
Human Identification Using Compressed ECG Signals. PMID:26364201
Hybrid Bacterial Foraging and Particle Swarm Optimization for detecting Bundle Branch Block. PMID:26361582
Experimental Data and Geometric Analysis Repository-EDGAR. PMID:26320369
Annotating longitudinal clinical narratives for de-identification: The 2014 i2b2/UTHealth corpus. PMID:26319540
ECG Sensor Card with Evolving RBP Algorithms for Human Verification. PMID:26307995
Importance of re-calibration time on pulse contour analysis agreement with thermodilution measurements of cardiac output: a retrospective analysis of intensive care unit patients. PMID:26285740
Individual identification via electrocardiogram analysis. PMID:26272456
Examining the Impact of Prior Models in Transmural Electrophysiological Imaging: A Hierarchical Multiple-Model Bayesian Approach. PMID:26259018
Impaired signaling intrinsic to sinoatrial node pacemaker cells affects heart rate variability during cardiac disease. PMID:26251764
Big Data Analytics in Healthcare. PMID:26229957
Robust detection of heart beats in multimodal data. PMID:26217894
Combining knowledge- and data-driven methods for de-identification of clinical narratives. PMID:26210359
Fast T Wave Detection Calibrated by Clinical Knowledge with Annotation of P and T Waves. PMID:26197321
Toward Capturing Momentary Changes of Heart Rate Variability by a Dynamic Analysis Method. PMID:26172953
Improved Prediction of Preterm Delivery Using Empirical Mode Decomposition Analysis of Uterine Electromyography Signals. PMID:26161639
Powerline noise elimination in biomedical signals via blind source separation and wavelet analysis. PMID:26157639
The PREP pipeline: standardized preprocessing for large-scale EEG analysis. PMID:26150785
UnoViS: the MedIT public unobtrusive vital signs database. PMID:26038690
A novel low-complexity post-processing algorithm for precise QRS localization. PMID:26034664
Remembrance of time series past: simple chromatic method for visualizing trends in biomedical signals. PMID:26012777
The Icelandic 16-electrode electrohysterogram database. PMID:25984349
The impact of signal normalization on seizure detection using line length features. PMID:25980503
Sparse Matrix for ECG Identification with Two-Lead Features. PMID:25961074
The depressor response to intracerebroventricular hypotonic saline is sensitive to TRPV4 antagonist RN1734. PMID:25954200
Comparative analysis of classifiers for developing an adaptive computer-assisted EEG analysis system for diagnosing epilepsy. PMID:25834822
Automatic prediction of cardiovascular and cerebrovascular events using heart rate variability analysis. PMID:25793605
Supporting the annotation of chronic obstructive pulmonary disease (COPD) phenotypes with text mining workflows. PMID:25789153
Plasma membrane poration by opioid neuropeptides: a possible mechanism of pathological signal transduction. PMID:25766322
Outlier-resilient complexity analysis of heartbeat dynamics. PMID:25744292
Robust and accurate anomaly detection in ECG artifacts using time series motif discovery. PMID:25688284
Quasi-supervised scoring of human sleep in polysomnograms using augmented input variables. PMID:25679475
Automatic detection of sleep apnea based on EEG detrended fluctuation analysis and support vector machine. PMID:25663167
Application of clinical text data for phenome-wide association studies (PheWASs). PMID:25657332
Sensitivity of Noninvasive Cardiac Electrophysiological Imaging to Variations in Personalized Anatomical Modeling. PMID:25615906
Efficient Execution Methods of Pivoting for Bulk Extraction of Entity-Attribute-Value-Modeled Data. PMID:25608318
A speedy cardiovascular diseases classifier using multiple criteria decision analysis. PMID:25587978
Proton pump inhibitors increase the risk for hospital-acquired Clostridium difficile infection in critically ill patients. PMID:25540023
Interactive simulator for e-Learning environments: a teaching software for health care professionals. PMID:25522902
Real-time estimation of respiratory rate from a photoplethysmogram using an adaptive lattice notch filter. PMID:25518918
Detection of occult paroxysmal atrial fibrillation. PMID:25502852
Invariant heart beat span versus variant heart beat intervals and its application to fetal ECG extraction. PMID:25494711
Implementation of a portable device for real-time ECG signal analysis. PMID:25491135
An optimized compression algorithm for real-time ECG data transmission in wireless network of medical information systems. PMID:25472726
Knowledge sharing in the health scenario. PMID:25471452
Mortality prediction in intensive care units with the Super ICU Learner Algorithm (SICULA): a population-based study. PMID:25466337
Big heart data: advancing health informatics through data sharing in cardiovascular imaging. PMID:25415993
Noninvasive Fetal ECG: the PhysioNet/Computing in Cardiology Challenge 2013. PMID:25401167
Real time QRS detection based on M-ary likelihood ratio test on the DFT coefficients. PMID:25356628
Assessing the complexity of short-term heartbeat interval series by distribution entropy. PMID:25351477
Design and implementation of a hospital wide waveform capture system. PMID:25224387
Quantitative evaluation of the use of actigraphy for neurological and psychiatric disorders. PMID:25214709
Estimation of instantaneous complex dynamics through Lyapunov exponents: a study on heartbeat dynamics. PMID:25170911
Effect of ECG-derived respiration (EDR) on modeling ventricular repolarization dynamics in different physiological and psychological conditions. PMID:25159088
What Does Big Data Mean for Wearable Sensor Systems? Contribution of the IMIA Wearable Sensors in Healthcare WG. PMID:25123733
Selection of entropy-measure parameters for knowledge discovery in heart rate variability data. PMID:25078574
Non-invasive fetal ECG analysis. PMID:25071093
Multi-sources data fusion framework for remote triage prioritization in telehealth. PMID:25047520
A physiological time series dynamics-based approach to patient monitoring and outcome prediction. PMID:25014976
Recurring patterns in stationary intervals of abdominal uterine electromyograms during gestation. PMID:25008004
Assessing direct paths of intracortical causal information flow of oscillatory activity with the isolated effective coherence (iCoh). PMID:24999323
A compact methodology to understand, evaluate, and predict the performance of automatic target recognition. PMID:24967605
ECG morphological variability in beat space for risk stratification after acute coronary syndrome. PMID:24963105
A mobile device system for early warning of ECG anomalies. PMID:24955946
Computational model of erratic arrhythmias in a cardiac cell network: the role of gap junctions. PMID:24941068
A reweighted ℓ1-minimization based compressed sensing for the spectral estimation of heart rate variability using the unevenly sampled data. PMID:24922059
Predictable internal brain dynamics in EEG and its relation to conscious states. PMID:24917813
Pervasive brain monitoring and data sharing based on multi-tier distributed computing and linked data technology. PMID:24917804
Independent component analysis and decision trees for ECG holter recording de-noising. PMID:24905359
Noninvasive transmural electrophysiological imaging based on minimization of total-variation functional. PMID:24846557
Motion Artifact Reduction in Ultrasound Based Thermal Strain Imaging of Atherosclerotic Plaques Using Time Series Analysis. PMID:24808628
Validation of pulse rate variability as a surrogate for heart rate variability in chronically instrumented rabbits. PMID:24791786
Heart motion uncertainty compensation prediction method for robot assisted beating heart surgery - Master-slave Kalman Filters approach. PMID:24788450
Traditional East Asian medicine: how to understand and approach diagnostic findings and patterns in a modern scientific framework? PMID:24788086
N-gram support vector machines for scalable procedure and diagnosis classification, with applications to clinical free text data from the intensive care unit. PMID:24786209
A Framework for Content-based Retrieval of EEG with Applications to Neuroscience and Beyond. PMID:24770451
Synchronization of sinoatrial node pacemaker cell clocks and its autonomic modulation impart complexity to heart beating intervals. PMID:24713624
Discriminant analysis between myocardial infarction patients and healthy subjects using wavelet transformed signal averaged electrocardiogram and probabilistic neural network. PMID:24696156
A novel method for fast Change-Point detection on simulated time series and electrocardiogram data. PMID:24690633
Compression of high-density EMG signals for trapezius and gastrocnemius muscles. PMID:24612604
A comparative study on classification of sleep stage based on EEG signals using feature selection and classification algorithms. PMID:24609509
Actigraphic assessment of motor activity in acutely admitted inpatients with bipolar disorder. PMID:24586883
Improved detection of paroxysmal atrial fibrillation utilizing a software-assisted electrocardiogram approach. PMID:24586692
Preparing an annotated gold standard corpus to share with extramural investigators for de-identification research. PMID:24556292
A novel approach to predict sudden cardiac death (SCD) using nonlinear and time-frequency analyses from HRV signals. PMID:24504331
Dynamical density delay maps: simple, new method for visualising the behaviour of complex systems. PMID:24438439
An energy efficient compressed sensing framework for the compression of electroencephalogram signals. PMID:24434840
Open access intrapartum CTG database. PMID:24418387
A probabilistic framework for a physiological representation of dynamically evolving sleep state. PMID:24363031
Data mining for wearable sensors in health monitoring systems: a review of recent trends and challenges. PMID:24351646
A review of signals used in sleep analysis. PMID:24346125
Heart beats in the cloud: distributed analysis of electrophysiological 'Big Data' using cloud computing for epilepsy clinical research. PMID:24326538
Autonomic dysfunction in reversible cerebral vasoconstriction syndromes. PMID:24274860
A novel method for real-time atrial fibrillation detection in electrocardiograms using multiple parameters. PMID:24252119
An automated algorithm for online detection of fragmented QRS and identification of its various morphologies. PMID:24132202
MOBBED: a computational data infrastructure for handling large collections of event-rich time series datasets in MATLAB. PMID:24124417
Diagnostic accuracy of a new cardiac electrical biomarker for detection of electrocardiogram changes suggestive of acute myocardial ischemic injury. PMID:24118724
Identifying electrode bridging from electrical distance distributions: a survey of publicly-available EEG data using a new method. PMID:24095153
Fast QRS detection with an optimized knowledge-based method: evaluation on 11 standard ECG databases. PMID:24066054
The soluble guanylate cyclase activator BAY 58-2667 protects against morbidity and mortality in endotoxic shock by recoupling organ systems. PMID:24015214
Ventricular cycle length characteristics estimative of prolonged RR interval during atrial fibrillation. PMID:23998759
Reliable real-time calculation of heart-rate complexity in critically ill patients using multiple noisy waveform sources. PMID:23990286
Self-generated sounds of locomotion and ventilation and the evolution of human rhythmic abilities. PMID:23990063
Nonlinear variability of body sway in patients with phobic postural vertigo. PMID:23966974
Multifractal detrended fluctuation analysis of human EEG: preliminary investigation and comparison with the wavelet transform modulus maxima technique. PMID:23844189
Electrocardiogram classification using delay differential equations. PMID:23822497
Respiration and heart rate complexity: effects of age and gender assessed by band-limited transfer entropy. PMID:23811194
Elevated blood pressure, heart rate and body temperature in mice lacking the XLαs protein of the Gnas locus is due to increased sympathetic tone. PMID:23748904
Diminished heart beat non-stationarities in congestive heart failure. PMID:23720631
Desired Accuracy Estimation of Noise Function from ECG Signal by Fuzzy Approach. PMID:23717810
Influence of age and aerobic fitness on the multifractal characteristics of electrocardiographic RR time-series. PMID:23717283
A unified procedure for detecting, quantifying, and validating electrocardiogram T-wave alternans. PMID:23695363
Heart rate variability indices for very short-term (30 beat) analysis. Part 2: validation. PMID:23681923
Heart rate variability indices for very short-term (30 beat) analysis. Part 1: survey and toolbox. PMID:23674071
An evaluation of the effects of wavelet coefficient quantisation in transform based EEG compression. PMID:23668341
The effect of single-pulse transcranial magnetic stimulation and peripheral nerve stimulation on complexity of EMG signal: fractal analysis. PMID:23652725
Tri-axial accelerometer analysis techniques for evaluating functional use of the extremities. PMID:23642841
DETECT: a MATLAB toolbox for event detection and identification in time series, with applications to artifact detection in EEG signals. PMID:23638169
Postural control and head stability during natural gaze behaviour in 6- to 12-year-old children. PMID:23625047
ABA-Cloud: support for collaborative breath research. PMID:23619467
Short desynchronization episodes prevail in synchronous dynamics of human brain rhythms. PMID:23556975
Recovering directed networks in neuroimaging datasets using partially conditioned Granger causality. PMID:23530810
Age and gender dependent heart rate circadian model development and performance verification on the proarrhythmic drug case study. PMID:23394137
A method for comparing multivariate time series with different dimensions. PMID:23393554
Dynamic data during hypotensive episode improves mortality predictions among patients with sepsis and hypotension. PMID:23385106
High performance biomedical time series indexes using salient segmentation. PMID:23367072
Does sample rate introduce an artifact in spectral analysis of continuous processes? PMID:23346058
Physiologic and laboratory correlates of depression, anxiety, and poor sleep in liver cirrhosis. PMID:23339829
Testing pattern synchronization in coupled systems through different entropy-based measures. PMID:23337958
Reduced complexity of intracranial pressure observed in short time series of intracranial hypertension following traumatic brain injury in adults. PMID:23306818
Accessing the public MIMIC-II intensive care relational database for clinical research. PMID:23302652
Detrended fluctuation analysis: a scale-free view on neuronal oscillations. PMID:23226132
Differential association of adiposity measures with heart rate variability measures in Koreans. PMID:23225799
Power impact of loop buffer schemes for biomedical wireless sensor nodes. PMID:23202202
Open label, randomized, crossover pilot trial of high-resolution, relational, resonance-based, electroencephalic mirroring to relieve insomnia. PMID:23170244
Heart rate variability and target organ damage in hypertensive patients. PMID:23153340
A classification scheme for ventricular arrhythmias using wavelets analysis. PMID:23132525
Acute toxicant exposure and cardiac autonomic dysfunction from smoking a single narghile waterpipe with tobacco and with a "healthy" tobacco-free alternative. PMID:23059956
Application of Wavelet Entropy to predict atrial fibrillation progression from the surface ECG. PMID:23056146
Hypnotic hypersensitivity to volatile anesthetics and dexmedetomidine in dopamine β-hydroxylase knockout mice. PMID:23042227
Moderate and heavy metabolic stress interval training improve arterial stiffness and heart rate dynamics in humans. PMID:22983616
A method for ventricular late potentials detection using time-frequency representation and wavelet denoising. PMID:22957271
High accuracy in automatic detection of atrial fibrillation for Holter monitoring. PMID:22949366
Intracardiac origin of heart rate variability, pacemaker funny current and their possible association with critical illness. PMID:22920474
Heart rate variability and nonlinear dynamic analysis in patients with stress-induced cardiomyopathy. PMID:22903288
Central tendency measure and wavelet transform combined in the non-invasive analysis of atrial fibrillation recordings. PMID:22877316
A real-time automated point-process method for the detection and correction of erroneous and ectopic heartbeats. PMID:22875239
Two open access, high-quality datasets from anesthetic records. PMID:22865672
Large-scale evaluation of automated clinical note de-identification and its impact on information extraction. PMID:22859645
Multiscale modeling and data integration in the virtual physiological rat project. PMID:22805979
Using n-gram analysis to cluster heartbeat signals. PMID:22769567
Association of heart rate variability with the framingham risk score in healthy adults. PMID:22745871
Signal quality estimation with multichannel adaptive filtering in intensive care settings. PMID:22717504
Ischemia episode detection in ECG using kernel density estimation, support vector machine and feature selection. PMID:22703641
Image reconstruction from highly undersampled (k, t)-space data with joint partial separability and sparsity constraints. PMID:22695345
Evoked pain analgesia in chronic pelvic pain patients using respiratory-gated auricular vagal afferent nerve stimulation. PMID:22568773
An evaluation of three measures of intracranial compliance in traumatic brain injury patients. PMID:22527085
Magnetocardiography with a modular spin-exchange relaxation-free atomic magnetometer array. PMID:22504066
Transfer entropy estimation and directional coupling change detection in biomedical time series. PMID:22500692
Spatiotemporal representation of cardiac vectorcardiogram (VCG) signals. PMID:22463593
Design and implementation of a secure wireless mote-based medical sensor network. PMID:22454585
Culturomics meets random fractal theory: insights into long-range correlations of social and natural phenomena over the past two centuries. PMID:22337632
Objective estimation of loudness growth in hearing-impaired listeners. PMID:22280597
Brain signal variability relates to stability of behavior after recovery from diffuse brain injury. PMID:22261371
A point process approach for analyzing gait variability dynamics. PMID:22254640
Arrhythmia ECG noise reduction by ensemble empirical mode decomposition. PMID:22219702
A discriminative approach to EEG seizure detection. PMID:22195192
ECG signal analysis for the assessment of sleep-disordered breathing and sleep pattern. PMID:22194020
New horizons in sensor development. PMID:22157771
New methods for the analysis of heartbeat behavior in risk stratification. PMID:22144963
Nonlinear Heart Rate Variability features for real-life stress detection. Case study: students under stress due to university examination. PMID:22059697
Multichannel detrended fluctuation analysis reveals synchronized patterns of spontaneous spinal activity in anesthetized cats. PMID:22046288
Evolving a Bayesian Classifier for ECG-based Age Classification in Medical Applications. PMID:22010038
CVSim: An Open-Source Cardiovascular Simulator for Teaching and Research. PMID:21949555
Duality between time series and networks. PMID:21858093
Feature selection for interpatient supervised heart beat classification. PMID:21808641
The PhysioNet/Computing in Cardiology Challenge 2010: Mind the Gap. PMID:21766058
New method for analysis of nonstationary signals. PMID:21696574
Statistical coding and decoding of heartbeat intervals. PMID:21694763
A system for de-identifying medical message board text. PMID:21658289
Automated Risk Identification of Myocardial Infarction Using Relative Frequency Band Coefficient (RFBC) Features from ECG. PMID:21625645
A Review of Fetal ECG Signal Processing; Issues and Promising Directions. PMID:21614148
Clustering heart rate dynamics is associated with β-adrenergic receptor polymorphisms: analysis by information-based similarity index. PMID:21573230
Heart rate variability and pre-competitive anxiety in BMX discipline. PMID:21503698
Static and dynamic autonomic response with increasing nausea perception. PMID:21485400
Clinical applications of heart rate variability in the triage and assessment of traumatically injured patients. PMID:21350685
Nonlinear analysis of motor activity shows differences between schizophrenia and depression: a study using Fourier analysis and sample entropy. PMID:21297977
Study of multiparameter respiratory pattern complexity in surgical critically ill patients during weaning trials. PMID:21255420
Gait stability and variability measures show effects of impaired cognition and dual tasking in frail people. PMID:21241487
Discrimination power of long-term heart rate variability measures for chronic heart failure detection. PMID:21203855
Effect of methamphetamine dependence on heart rate variability. PMID:21182570
T-wave alternans patterns during sleep in healthy, cardiac disease, and sleep apnea patients. PMID:21163493
Scale exponents of blood pressure and heart rate during autonomic blockade as assessed by detrended fluctuation analysis. PMID:21115648
The telemetric and Holter ECG warehouse initiative (THEW): a data repository for the design, implementation and validation of ECG-related technologies. PMID:21097349
Open database of epileptic EEG with MRI and postoperational assessment of foci--a real world verification for the EEG inverse solutions. PMID:20872095
A unique digital electrocardiographic repository for the development of quantitative electrocardiography and cardiac safety: the Telemetric and Holter ECG Warehouse (THEW). PMID:20863512
Predicting Acute Hypotensive Episodes: The 10th Annual PhysioNet/Computers in Cardiology Challenge. PMID:20842209
A continuous mapping of sleep states through association of EEG with a mesoscale cortical model. PMID:20809258
An Open-Source Standard T-Wave Alternans Detector for Benchmarking. PMID:20798786
Motif Discovery in Physiological Datasets: A Methodology for Inferring Predictive Elements. PMID:20730037
Synthetic ECG generation and Bayesian filtering using a Gaussian wave-based dynamical model. PMID:20720288
Detection and localization of myocardial infarction using K-nearest neighbor classifier. PMID:20703720
Fuzzy clustered probabilistic and multi layered feed forward neural networks for electrocardiogram arrhythmia classification. PMID:20703571
Entropy of balance--some recent results. PMID:20670457
Estimating loudness growth from tone-burst evoked responses. PMID:20550262
Dynamic Cardiovagal Response to Motion Sickness: A Point-Process Heart Rate Variability Study. PMID:20445767
Robotic Motion Compensation for Beating Heart Intracardiac Surgery. PMID:20436927
A nonparametric surrogate-based test of significance for T-wave alternans detection. PMID:20409986
Using a pipeline to improve de-identification performance. PMID:20351897
A Classification System to Detect Congestive Heart Failure Using Second-Order Difference Plot of RR Intervals. PMID:20339561
An artificial vector model for generating abnormal electrocardiographic rhythms. PMID:20308774
Effects of autonomic blockade on nonlinear heart rate dynamics. PMID:20213265
Characterizing nonlinear heartbeat dynamics within a point process framework. PMID:20172783
Association of Holter-based measures including T-wave alternans with risk of sudden cardiac death in the community-dwelling elderly: the Cardiovascular Health Study. PMID:20096853
LifeShirt acquisition system to monitor ECG from ambulatory swine and the implementation of an arrhythmia detection algorithm. PMID:19963627
Reduced physiological complexity in robust elderly adults with the APOE epsilon4 allele. PMID:19890394
A robust approach toward recognizing valid arterial-blood-pressure pulses. PMID:19884099
The PhysioNet / Computers in Cardiology Challenge 2008: T-Wave Alternans. PMID:19779602
Robust detection of premature ventricular contractions using a wave-based Bayesian framework. PMID:19758851
A Point Process Approach to Assess Dynamic Baroreflex Gain. PMID:19756137
Heart rate variability in bipolar mania and schizophrenia. PMID:19700172
Isometric handgrip exercise improves acute neurocardiac regulation. PMID:19680681
Complex correlation measure: a novel descriptor for Poincaré plot. PMID:19674482
Long-range correlations in rectal temperature fluctuations of healthy infants during maturation. PMID:19641615
Artificial arterial blood pressure artifact models and an evaluation of a robust blood pressure and heart rate estimator. PMID:19586547
Ventricular arrhythmic disturbances and autonomic modulation after beating-heart revascularization in patients with pulmonary normotension. PMID:19562295
A comparison of two Hilbert spectral analyses of heart rate variability. PMID:19521730
Sensory reweighting as a method of balance training for labyrinthine loss. PMID:19265760
Altered heart rhythm dynamics in very low birth weight infants with impending intraventricular hemorrhage. PMID:19255007
Applying fractal analysis to short sets of heart rate variability data. PMID:19184157
Chaotic signatures of heart rate variability and its power spectrum in health, aging and heart failure. PMID:19183809
Characterizing nonlinear heartbeat dynamics within a point process framework. PMID:19163282
PC-Based ECG waveform recognition-validation of novel software against a reference ECG database. PMID:19143742
The cardiac output from blood pressure algorithms trial. PMID:19112280
Measuring saliency of features using signal-to-noise ratios for detection of electrocardiographic changes in partial epileptic patients. PMID:19058650
Continuous cardiac output and left atrial pressure monitoring by long time interval analysis of the pulmonary artery pressure waveform: proof of concept in dogs. PMID:19057003
Enhanced modified moving average analysis of T-wave alternans using a curve matching method: a simulation study. PMID:18936998
Robust parameter extraction for decision support using multimodal intensive care data. PMID:18936019
Nonlinear analysis of the heartbeats in public patient ECGs using an automated PD2i algorithm for risk stratification of arrhythmic death. PMID:18728829
Automated de-identification of free-text medical records. PMID:18652655
Novel measures of heart rate variability predict cardiovascular mortality in older adults independent of traditional cardiovascular risk factors: the Cardiovascular Health Study (CHS). PMID:18631274
Brain correlates of autonomic modulation: combining heart rate variability with fMRI. PMID:18524629
Monofractal and multifractal dynamics of low frequency endogenous brain oscillations in functional MRI. PMID:18465788
Reducing false alarm rates for critical arrhythmias using the arterial blood pressure waveform. PMID:18440873
Impact of music on pediatric oncology outpatients. PMID:18391850
Acupuncture modulates resting state connectivity in default and sensorimotor brain networks. PMID:18337009
Analysis of first-derivative based QRS detection algorithms. PMID:18269982
Correlation properties of heartbeat dynamics. PMID:18210101
Robust heart rate estimation from multiple asynchronous noisy sources using signal quality indices and a Kalman filter. PMID:18175857
Children with cerebral palsy exhibit greater and more regular postural sway than typically developing children. PMID:17909773
Thermal patterns and health perceptions. PMID:17657304
The "Chaos Theory" and nonlinear dynamics in heart rate variability analysis: does it work in short-time series in patients with coronary heart disease? PMID:17593181
Graded motor responses in the time course of categorizing atypical exemplars. PMID:17533876
Regularity of center-of-pressure trajectories depends on the amount of attention invested in postural control. PMID:17401553
Open source model for generating RR intervals in atrial fibrillation and beyond. PMID:17335580
Iterative user-centered design of a next generation patient monitoring system for emergency medical response. PMID:17238348
Classification enhancible grey relational analysis for cardiac arrhythmias discrimination. PMID:16937172
Giles f. Filley lecture. Complex systems. PMID:16921107
Complexity analysis of stride interval time series by threshold dependent symbolic entropy. PMID:16841202
Real-time ECG algorithms for ambulatory patient monitoring. PMID:16779111
Loss of lag-response curvilinearity of indices of heart rate variability in congestive heart failure. PMID:16768800
Neuromuscular organization and aminergic modulation of contractions in the Drosophila ovary. PMID:16768790
Dynamical structure of center-of-pressure trajectories in patients recovering from stroke. PMID:16685508
Multiplexed protein measurement: technologies and applications of protein and antibody arrays. PMID:16582876
Sepsis progression and outcome: a dynamical model. PMID:16480490
Influence of gestational age, heart rate, gender and time of day on fetal heart rate variability. PMID:16255430
Complex systems and the technology of variability analysis. PMID:15566580
Reduction of false arterial blood pressure alarms using signal quality assessment and relationships between the electrocardiogram and arterial blood pressure. PMID:15503972
Complexity analysis of the temperature curve: new information from body temperature. PMID:12736830
Systematic comparison of different algorithms for apnoea detection based on electrocardiogram recordings. PMID:12227626
Fractal dynamics in physiology: alterations with disease and aging. PMID:11875196
Application of empirical mode decomposition to heart rate variability analysis. PMID:11523737
PhysioNet: an NIH research resource for complex signals PubMed citations: 7.

7 articles citing: PhysioNet: an NIH research resource for complex signals

Perpetual and Virtual Patients for Cardiorespiratory Physiological Studies. PMID:31110896
The National Sleep Research Resource: towards a sleep data commons. PMID:29860441
Space physiology IV: mathematical modeling of the cardiovascular system in space exploration. PMID:23539439
Maximizing information from space data resources: a case for expanding integration across research disciplines. PMID:23073848
QT dynamics early after exercise as a predictor of mortality. PMID:20478405
Mathematical modeling research to support the development of automated insulin-delivery systems. PMID:20144371
Nearest-neighbor and logistic regression analyses of clinical and heart rate characteristics in the early diagnosis of neonatal sepsis. PMID:19541797

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aging
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aging cardiovascular disease epilepsy signaling sleep mimic-iii national sleep research resource pwave biomedical signals cardiology eicu electrophysiology heart nervous system nonlinear dynamics physiological signals physiology sudden death

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