This paper is in the following e-collection/theme issue:

Applications of AI (301) Artificial Intelligence (2198) Machine Learning (2131) Clinical Information and Decision Making (1957) Decision Support for Health Professionals (1569) Clinical Informatics (1351)

Published on in Vol 5 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/81642, first published .
Treatment Recommendations for Clinical Deterioration on the Wards: Development and Validation of Machine Learning Models

Treatment Recommendations for Clinical Deterioration on the Wards: Development and Validation of Machine Learning Models

Treatment Recommendations for Clinical Deterioration on the Wards: Development and Validation of Machine Learning Models

Authors of this article:

Eric Pulick1 Author Orcid Image ;   Kyle A Carey2 Author Orcid Image ;   Tonela Qyli3 Author Orcid Image ;   Madeline K Oguss3 Author Orcid Image ;   Jamila K Picart4 Author Orcid Image ;   Leena Penumalee5 Author Orcid Image ;   Lily K Nezirova6 Author Orcid Image ;   Sean T Tully6 Author Orcid Image ;   Emily R Gilbert6 Author Orcid Image ;   Nirav S Shah7 Author Orcid Image ;   Urmila Ravichandran8 Author Orcid Image ;   Majid Afshar3, 9 Author Orcid Image ;   Dana P Edelson2 Author Orcid Image ;   Yonatan Mintz1 Author Orcid Image ;   Matthew M Churpek3, 9 Author Orcid Image
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