Predicting whether patients in an acute medical unit are physiologically fit-for-discharge using machine learning: A proof-of-concept.

S H GarssenC A VernooijN KantM V KoningF H BoschC J M DoggenB P VeldkampW F J VerhaeghS F Oude Wesselink

Published in: International journal of medical informatics (2024)

This proof-of-concept study showed that it is feasible to predict with machine learning whether patients in an Acute Medical Unit are physiologically fit-for-discharge using commonly available hospital data.

Keyphrases

machine learning
end stage renal disease
healthcare
ejection fraction
newly diagnosed
liver failure
prognostic factors
respiratory failure
patient reported outcomes
acute respiratory distress syndrome
acute care