A synthetic dataset of 15,000 "patients" with Community Acquired Pneumonia (CAP)

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.

Webpage:
https://www.healthdatagateway.org/dataset/31b7387f-5760-4c82-b320-051b3f18180d

Licence:
Name: HDR UK Innovation Gateway Access
URL: https://www.hdruk.ac.uk/infrastructure/gateway/terms-and-conditions/

Tags:

synthetic data age ethnicity socioeconomic data multi-morbidity comorbidity severity curb-65 oxygenation pulse oxygen saturations blood pressure hospital length of stay ward admission itu treatments antibiotics outcomes mortality morbidity community acquired pneumonia offline reinforcement learning critical care cap artificial intelligence healthcare algorithm diagnosis hospitalisation smoking status

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