Identifying Lupus Patients in Electronic Health Records: Development and Validation of Machine Learning Algorithms and Application of Rule-Based Algorithms

OBJECTIVE: To utilize electronic health records (EHRs) to study SLE, algorithms are needed to accurately identify these patients. We used machine learning to generate data-driven SLE EHR algorithms and assessed performance of existing rule-based algorithms. METHODS: We randomly selected subjects wit...

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Bibliografski detalji
Izdano u:Semin Arthritis Rheum
Glavni autori: Jorge, April, Castro, Victor M., Barnado, April, Gainer, Vivian, Hong, Chuan, Cai, Tianxi, Cai, Tianrun, Carroll, Robert, Denny, Joshua C., Crofford, Leslie, Costenbader, Karen H., Liao, Katherine P., Karlson, Elizabeth W., Feldman, Candace H.
Format: Artigo
Jezik:Inglês
Izdano: 2019
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Article
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6609504/
https://ncbi.nlm.nih.gov/pubmed/30665626
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.semarthrit.2019.01.002
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