Readmission Risk Trajectories for Patients With Heart Failure Using a Dynamic Prediction Approach: Retrospective Study

Wei Jiang   ¹ , PhD ;   Sauleh Siddiqui   ¹ , PhD ;   Sean Barnes   ² , PhD ;   Lili A Barouch   ³ , MD ;   Frederick Korley   ⁴ , PhD, MD ;   Diego A Martinez   ⁵ , PhD ;   Matthew Toerper   ⁵ , BSc ;   Stephanie Cabral   ⁶ , BME ;   Eric Hamrock   ^{7, 8} , MBA ;   Scott Levin   ⁵ , PhD

¹ Department of Civil Engineering, Johns Hopkins System Institute, Johns Hopkins University, Baltimore, MD, United States

² Department of Decision, Operations & Information Technologies, Robert H. Smith School of Business, University of Maryland, College Park, MD, United States

³ Department of Medicine, Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, MD, United States

⁴ Department of Emergency Medicine, University of Michigan, Ann Arbor, MI, United States

⁵ Department of Emergency Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, United States

⁶ Department of Epidemiology & Public Health, University of Maryland, College Park, MD, United States

⁷ Innovation and Continuous Improvement Department, Howard County General Hospital, Columbia, MD, United States

⁸ StoCastic, LLC., Towson, MD, United States