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