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Finding missed cases of familial hypercholesterolemia in health systems using machine learning

Familial hypercholesterolemia (FH) is an underdiagnosed dominant genetic condition affecting approximately 0.4% of the population and has up to a 20-fold increased risk of coronary artery disease if untreated. Simple screening strategies have false positive rates greater than 95%. As part of the FH...

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Detalles Bibliográficos
Autores principales: Banda, Juan M., Sarraju, Ashish, Abbasi, Fahim, Parizo, Justin, Pariani, Mitchel, Ison, Hannah, Briskin, Elinor, Wand, Hannah, Dubois, Sebastien, Jung, Kenneth, Myers, Seth A., Rader, Daniel J., Leader, Joseph B., Murray, Michael F., Myers, Kelly D., Wilemon, Katherine, Shah, Nigam H., Knowles, Joshua W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6550268/
https://www.ncbi.nlm.nih.gov/pubmed/31304370
http://dx.doi.org/10.1038/s41746-019-0101-5

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