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

Machine Learning (3392) Clinical Informatics (2446) Clinical Information and Decision Making (3971) Decision Support for Health Professionals (2406) Applications of AI (1146)

Published on in Vol 14 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/98273, first published .
Nurse directs team in busy hospital hallway with patient on gurney

Explainable Machine Learning for Predicting Hospital Admission at Emergency Department Triage: Retrospective Cohort Study

Explainable Machine Learning for Predicting Hospital Admission at Emergency Department Triage: Retrospective Cohort Study

Authors of this article:

Kalash Dave1 Author Orcid Image ;   Antony Robert2 Author Orcid Image ;   W Alton Russell3 Author Orcid Image ;   David L Buckeridge3 Author Orcid Image
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Kalash Dave   1 , MSc ;   Antony Robert   2 , MSc, MD ;   W Alton Russell   3 , PhD ;   David L Buckeridge   3 , MSc, PhD, MD

1 Department of Medicine, McGill University, Montreal, QC, Canada

2 Department of Emergency Medicine, McGill University Health Centre, Montreal, QC, Canada

3 School of Population and Global Health, McGill University, Montreal, QC, Canada

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