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Implement surrogate-assisted feature extraction (SAFE) and common machine learning approaches to train and validate phenotyping models. Background and details about the methods can be found at Zhang et al. (2019) <doi:10.1038/s41596-019-0227-6>, Yu et al. (2017) <doi:10.1093/jamia/ocw135>, and Liao et al. (2015) <doi:10.1136/bmj.h1885>.
Package details |
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Author | Yichi Zhang [aut], Chuan Hong [aut], Tianxi Cai [aut], PARSE LTD [aut, cre] |
Maintainer | PARSE LTD <software@parse-health.org> |
License | GPL-3 |
Version | 1.2.1 |
URL | https://celehs.github.io/PheCAP/ https://github.com/celehs/PheCAP |
Package repository | View on CRAN |
Installation |
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