Comparison of a Machine Learning Method and Various Equations for Estimating Low-Density Lipoprotein Cholesterol in Korean Populations

BACKGROUND: LDL-C is the primary target of lipid-lowering therapy and used to classify patients by cardiovascular disease risk. We aimed to develop a deep neural network (DNN) model to estimate LDL-C levels and compare its performance with that of previous LDL-C estimation equations using two large...

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Detalles Bibliográficos
Autores principales: Kwon, Yu-Jin, Lee, Hyangkyu, Baik, Su Jung, Chang, Hyuk-Jae, Lee, Ji-Won
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Cardiovascular Medicine
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8866707/
https://www.ncbi.nlm.nih.gov/pubmed/35224055
http://dx.doi.org/10.3389/fcvm.2022.824574

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8866707/
https://www.ncbi.nlm.nih.gov/pubmed/35224055
http://dx.doi.org/10.3389/fcvm.2022.824574

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