Machine Learning Approach to Classify Cardiovascular Disease in Patients With Nonalcoholic Fatty Liver Disease in the UK Biobank Cohort

BACKGROUND: Nonalcoholic fatty liver disease (NAFLD) is the most prevalent liver disease worldwide. Cardiovascular disease (CVD) is the leading cause of mortality among patients with NAFLD. The aim of our study was to develop a machine learning algorithm integrating clinical, lifestyle, and genetic...

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Detalles Bibliográficos
Autores principales: Sharma, Divya, Gotlieb, Neta, Farkouh, Michael E., Patel, Keyur, Xu, Wei, Bhat, Mamatha
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Original Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9075189/
https://www.ncbi.nlm.nih.gov/pubmed/34927450
http://dx.doi.org/10.1161/JAHA.121.022576

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