Effects of Neighborhood-level Data on Performance and Algorithmic Equity of a Model That Predicts 30-day Heart Failure Readmissions at an Urban Academic Medical Center.

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作者： Gary E,Weissman ^[1] ; Stephanie,Teeple ^[2] ; Nwamaka D,Eneanya ^[3] ; Rebecca A,Hubbard ^[4] ; Shreya,Kangovi ^[5]

作者单位： Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA; Palliative and Advanced Illness Research (PAIR) Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA; Leonard Davis Institute for Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA. Electronic address: Gary.weissman@pennmedicine.upenn.edu. ^[1] Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA; Department of Biostatistics, Epidemiology, & Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA. ^[2] Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA; Palliative and Advanced Illness Research (PAIR) Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA; Leonard Davis Institute for Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA; Department of Biostatistics, Epidemiology, & Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA. ^[3] Department of Biostatistics, Epidemiology, & Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA. ^[4] Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA; Leonard Davis Institute for Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA; Penn Center for Community Health Workers, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA. ^[5]

关键词 Algorithmic equity congestive heart failure hospital readmission

主题词医学科学研究中心(Academic Medical Centers);心力衰竭(Heart Failure);人类(Humans);病人再入院(Patient Readmission);居住特征(Residence Characteristics);回顾性研究(Retrospective Studies);危险因素(Risk Factors)

DOI 10.1016/j.cardfail.2021.04.021

PMID 34048918

发布时间 2022-09-02

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