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Advances in Electronic Phenotyping: From Rule-Based Definitions to Machine Learning Models

With the widespread adoption of electronic health records (EHRs), large repositories of structured and unstructured patient data are becoming available to conduct observational studies. Finding patients with specific conditions or outcomes, known as phenotyping, is one of the most fundamental resear...

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Библиографические подробности
Опубликовано в: :Annu Rev Biomed Data Sci
Главные авторы: Banda, Juan M., Seneviratne, Martin, Hernandez-Boussard, Tina, Shah, Nigam H.
Формат: Artigo
Язык:Inglês
Опубликовано: 2018
Предметы:
Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC6583807/
https://ncbi.nlm.nih.gov/pubmed/31218278
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1146/annurev-biodatasci-080917-013315
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