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

BACKGROUND: Predictions 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, statistical and machine-learnin...

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Detalles Bibliográficos
Autores principales: Du, Zhenzhen, Yang, Yujie, Zheng, Jing, Li, Qi, Lin, Denan, Li, Ye, Fan, Jianping, Cheng, Wen, Chen, Xie-Hui, Cai, Yunpeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2020
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7381262/
https://www.ncbi.nlm.nih.gov/pubmed/32628616
http://dx.doi.org/10.2196/17257

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