Real-time electronic health record mortality prediction during the COVID-19 pandemic: a prospective cohort study.

Peter D SottileDavid AlbersPeter E DeWittSeth RussellJ N StrohDavid P KaoBonnie AdrianMatthew E LevineRyan MooneyLenny LarchickJean S KutnerMatthew K WyniaJeffrey J GlasheenTellen D Bennett

Published in: Journal of the American Medical Informatics Association : JAMIA (2021)

We developed and validated an accurate in-hospital mortality prediction score in a live EHR for automatic and continuous calculation using a novel model that improved upon SOFA.

Keyphrases

electronic health record
clinical decision support
adverse drug
deep learning
cardiovascular events
machine learning
high resolution
risk factors
coronary artery disease
type diabetes