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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Pubblicato in:Nat Protoc
Autori principali: 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.
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2019
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Article
Accesso online: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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