An augmented estimation procedure for EHR-based association studies accounting for differential misclassification.

Tong, Jiayi; Huang, Jing; Chubak, Jessica; Wang, Xuan; Moore, Jason H; Hubbard, Rebecca A; Chen, Yong

Tong, Jiayi; Huang, Jing; Chubak, Jessica; Wang, Xuan; Moore, Jason H; Hubbard, Rebecca A; Chen, Yong.

Afiliação

Tong J; Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, The University of Pennsylvania, Philadelphia, Pennsylvania, USA.
Huang J; Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, The University of Pennsylvania, Philadelphia, Pennsylvania, USA.
Chubak J; Department of Epidemiology, Kaiser Permanente Washington Health Research Institute, Seattle, Washington, USA.
Wang X; Department of Statistics, School of Mathematical Sciences, Zhejiang University, Hangzhou, Zhejiang, China.
Moore JH; Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, The University of Pennsylvania, Philadelphia, Pennsylvania, USA.
Hubbard RA; Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, The University of Pennsylvania, Philadelphia, Pennsylvania, USA.
Chen Y; Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, The University of Pennsylvania, Philadelphia, Pennsylvania, USA.

J Am Med Inform Assoc ; 27(2): 244-253, 2020 02 01.

Article em En | MEDLINE | ID: mdl-31617899

Assuntos

Algoritmos; Registros Eletrônicos de Saúde/classificação; Viés; Data Warehousing; Humanos

Palavras-chave

association study; bias reduction; differential misclassification; electronic health records; error in phenotype

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Algoritmos / Registros Eletrônicos de Saúde Tipo de estudo: Prognostic_studies Limite: Humans Idioma: En Revista: J Am Med Inform Assoc Assunto da revista: INFORMATICA MEDICA Ano de publicação: 2020 Tipo de documento: Article País de afiliação: Estados Unidos País de publicação: Reino Unido

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