A Deep Neural Network for Estimating Low-Density Lipoprotein Cholesterol From Electronic Health Records: Real-Time Routine Clinical Application

BackgroundPreviously, we constructed a deep neural network (DNN) model to estimate low-density lipoprotein cholesterol (LDL-C). ObjectiveTo routinely provide estimated LDL-C levels, we applied the aforementioned DNN model to an electronic health record (EHR) syste...

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Bibliographic Details
Main Authors: Sangwon Hwang, Chanwoo Gwon, Dong Min Seo, Jooyoung Cho, Jang-Young Kim, Young Uh
Format: Article
Language:English
Published: JMIR Publications 2021-08-01
Series:JMIR Medical Informatics
Online Access:https://medinform.jmir.org/2021/8/e29331