Published on in Vol 4 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/67144, first published .
Comparison of Deep Learning Approaches Using Chest Radiographs for Predicting Clinical Deterioration: Retrospective Observational Study

Comparison of Deep Learning Approaches Using Chest Radiographs for Predicting Clinical Deterioration: Retrospective Observational Study

Comparison of Deep Learning Approaches Using Chest Radiographs for Predicting Clinical Deterioration: Retrospective Observational Study

Mahmudur Rahman   1 , PhD ;   Jifan Gao   2 , MS ;   Kyle A Carey   3 , MPH ;   Dana P Edelson   3 , MD, MS ;   Askar Afshar   1 , MS ;   John W Garrett   2, 4 , PhD ;   Guanhua Chen   2 , PhD ;   Majid Afshar   1, 2 , MD, MSCR ;   Matthew M Churpek   1, 2 , MD, MPH, PhD

1 Department of Medicine, University of Wisconsin-Madison, Madison, WI, United States

2 Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI, United States

3 Department of Medicine, University of Chicago, Chicago, IL, United States

4 Department of Radiology, University of Wisconsin-Madison, Madison, WI, United States

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