Tag: offline reinforcement learning

Over 100K patients hospitalised with Community Acquired Pneumonia (CAP) from January 2000. Granular care pathways. Serial physiology, blood biomarkers, outcome data. Deeply phenotyped. Multi morbidity, investigations, interventions and outcomes.

CAP is common, has variable outcomes and a complex management pathway. Hospital-based decision support algorithms would be highly valuable. This is a diverse and realistic synthetic dataset of 15,000 “CAP patients” to facilitate algorithm development ...