Performance and clinical utility of supervised machine-learning approaches in detecting familial hypercholesterolaemia in primary care

Abstract Familial hypercholesterolaemia (FH) is a common inherited disorder, causing lifelong elevated low-density lipoprotein cholesterol (LDL-C). Most individuals with FH remain undiagnosed, precluding opportunities to prevent premature heart disease and death. Some machine-learning approaches imp...

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Bibliographic Details
Main Authors: Ralph K. Akyea, Nadeem Qureshi, Joe Kai, Stephen F. Weng
Format: Article
Language:English
Published: Nature Publishing Group 2020-10-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-020-00349-5