High-throughput phenotyping with electronic medical record data using a common semi-supervised approach (PheCAP)

Phenotypes are the foundation for clinical and genetic studies of disease risk and outcomes. The growth of biobanks linked to electronic medical record (EMR) data has both facilitated and increased the demand for efficient, accurate, and robust approaches for phenotyping millions of patients. Challe...

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Detalhes bibliográficos
Publicado no:Nat Protoc
Main Authors: Zhang, Yichi, Cai, Tianrun, Yu, Sheng, Cho, Kelly, Hong, Chuan, Sun, Jiehuan, Huang, Jie, Ho, Yuk-Lam, Ananthakrishnan, Ashwin N., Xia, Zongqi, Shaw, Stanley Y., Gainer, Vivian, Castro, Victor, Link, Nicholas, Honerlaw, Jacqueline, Huang, Selena, Gagnon, David, Karlson, Elizabeth W., Plenge, Robert M., Szolovits, Peter, Savova, Guergana, Churchill, Susanne, O’Donnell, Christopher, Murphy, Shawn N., Gaziano, J. Michael, Kohane, Isaac, Cai, Tianxi, Liao, Katherine P.
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7323894/
https://ncbi.nlm.nih.gov/pubmed/31748751
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41596-019-0227-6
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