Identifying Metabolic Dysfunction-Associated Steatotic Liver Disease Using Natural Language Processing in a US National Cohort
医学
队列
肝病
队列研究
疾病
脂肪肝
内科学
作者
Binu V. John,Dustin Bastaich,Catherine Mezzacappa,Raphaella Ferreira,Andreas Hentschel,Andres Samos,Nadim Mahmud,Tamar H. Taddei,David E. Kaplan,Marina Serper,Bassam Dahman,For the Veterans Analysis of Liver Disease (VALID) group of investigators
An algorithm combining rule-based NLP with cardiometabolic risk factors and alcohol use from EHRs accurately identifies and classifies SLD and can be applied in large epidemiologic studies of SLD in the Veterans Health Administration.
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(2025-6-4)
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