Accurate Prediction of Coronary Heart Disease for Patients With Hypertension From Electronic Health Records With Big Data and Machine-Learning Methods: Model Development and Performance Evaluation

Accurate Prediction of Coronary Heart Disease for Patients With Hypertension From Electronic Health Records With Big Data and Machine-Learning Methods: Model Development and Performance Evaluation

BackgroundPredictions of cardiovascular disease risks based on health records have long attracted broad research interests. Despite extensive efforts, the prediction accuracy has remained unsatisfactory. This raises the question as to whether the data insufficiency, statistic...

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Bibliographic Details
Main Authors: Du, Zhenzhen, Yang, Yujie, Zheng, Jing, Li, Qi, Lin, Denan, Li, Ye, Fan, Jianping, Cheng, Wen, Chen, Xie-Hui, Cai, Yunpeng
Format: Article
Language:English
Published: JMIR Publications 2020-07-01
Series:JMIR Medical Informatics
Online Access:https://medinform.jmir.org/2020/7/e17257

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https://medinform.jmir.org/2020/7/e17257

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