Distributed learning for heterogeneous clinical data with application to integrating COVID-19 data across 230 sites.

Tong, Jiayi; Luo, Chongliang; Islam, Md Nazmul; Sheils, Natalie E; Buresh, John; Edmondson, Mackenzie; Merkel, Peter A; Lautenbach, Ebbing; Duan, Rui; Chen, Yong

Tong, Jiayi; Luo, Chongliang; Islam, Md Nazmul; Sheils, Natalie E; Buresh, John; Edmondson, Mackenzie; Merkel, Peter A; Lautenbach, Ebbing; Duan, Rui; Chen, Yong.

Afiliação

Tong J; Perelman School of Medicine, The University of Pennsylvania, Philadelphia, PA, USA.
Luo C; Division of Public Health Sciences, Department of Surgery, Washington University in St. Louis, St. Louis, MO, USA.
Islam MN; Optum Labs, UnitedHealth Group, Minnetonka, MN, USA.
Sheils NE; Optum Labs, UnitedHealth Group, Minnetonka, MN, USA.
Buresh J; Optum Labs, UnitedHealth Group, Minnetonka, MN, USA.
Edmondson M; Perelman School of Medicine, The University of Pennsylvania, Philadelphia, PA, USA.
Merkel PA; Perelman School of Medicine, The University of Pennsylvania, Philadelphia, PA, USA.
Lautenbach E; Perelman School of Medicine, The University of Pennsylvania, Philadelphia, PA, USA.
Duan R; Harvard T. H. Chan School of Public Health, Harvard University, Boston, MA, USA.
Chen Y; Perelman School of Medicine, The University of Pennsylvania, Philadelphia, PA, USA. ychen123@upenn.edu.

NPJ Digit Med ; 5(1): 76, 2022 Jun 14.

Article em En | MEDLINE | ID: mdl-35701668

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Idioma: En Ano de publicação: 2022 Tipo de documento: Article

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Idioma: En Ano de publicação: 2022 Tipo de documento: Article