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

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

BackgroundLDL-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 in...

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Bibliographic Details
Main Authors: Yu-Jin Kwon, Hyangkyu Lee, Su Jung Baik, Hyuk-Jae Chang, Ji-Won Lee
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-02-01
Series:Frontiers in Cardiovascular Medicine
Subjects:
low-density lipoprotein
deep neural network
pooled cohort equation
Korean
cardiovascular disease
Online Access:https://www.frontiersin.org/articles/10.3389/fcvm.2022.824574/full

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