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

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 improve dete...

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Detalles Bibliográficos
Autores principales: Akyea, Ralph K., Qureshi, Nadeem, Kai, Joe, Weng, Stephen F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7603302/
https://www.ncbi.nlm.nih.gov/pubmed/33145438
http://dx.doi.org/10.1038/s41746-020-00349-5