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...

Celý popis

Uloženo v:
Podrobná bibliografie
Vydáno v:Semin Arthritis Rheum
Hlavní autoři: 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.
Médium: Artigo
Jazyk:Inglês
Vydáno: 2019
Témata:
Article
On-line přístup: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
Tagy: Přidat tag
Žádné tagy, Buďte první, kdo otaguje tento záznam!

Podobné jednotky