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International Journal of Chronic Obstructive Pulmonary Disease Volume 17, 2022 - Issue
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ORIGINAL RESEARCH

Using Machine Learning to Predict Likelihood and Cause of Readmission After Hospitalization for Chronic Obstructive Pulmonary Disease Exacerbation

Matthew Bonomo1 Pritzker School of Medicine, University of Chicago, Chicago, IL, USAView further author information
,
Michael G Hermsen1 Pritzker School of Medicine, University of Chicago, Chicago, IL, USAView further author information
,
Samuel Kaskovich1 Pritzker School of Medicine, University of Chicago, Chicago, IL, USAView further author information
,
Maximilian J Hemmrich1 Pritzker School of Medicine, University of Chicago, Chicago, IL, USAView further author information
,
Juan C Rojas2 Department of Medicine, Section of Pulmonary/Critical Care, University of Chicago, Chicago, IL, USAView further author information
,
Kyle A Carey3 Department of Medicine, Section of General Internal Medicine, University of Chicago, Chicago, IL, USAView further author information
,
Laura Ruth Venable4 Department of Medicine, Section of Hospitalist Medicine, University of Chicago, Chicago, IL, USAView further author information
,
Matthew M Churpek5 Department of Medicine, Division of Allergy, Pulmonary and Critical Care Medicine, University of Wisconsin-Madison, Madison, WI, USAView further author information
&
Valerie G Press3 Department of Medicine, Section of General Internal Medicine, University of Chicago, Chicago, IL, USA;6 Department of Pediatrics, Section of Academic Pediatrics, University of Chicago, Chicago, IL, USACorrespondence[email protected]
View further author information
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Pages 2701-2709 | Received 13 Jul 2022, Accepted 05 Oct 2022, Published online: 20 Oct 2022

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