This paper is in the following e-collection/theme issue:

Coronary Heart Disease (99) Clinical Information and Decision Making (1736) Decision Support for Health Professionals (1405) Machine Learning (1840) Cardiac Risk and Cardiac Risk Calculators (79) Cardiovascular Disease Prevention (175)

Published on in Vol 9 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/68066, first published .
Machine Learning Model for Predicting Coronary Heart Disease Risk: Development and Validation Using Insights From a Japanese Population–Based Study

Machine Learning Model for Predicting Coronary Heart Disease Risk: Development and Validation Using Insights From a Japanese Population–Based Study

Machine Learning Model for Predicting Coronary Heart Disease Risk: Development and Validation Using Insights From a Japanese Population–Based Study

Authors of this article:

Thien Vu1, 2, 3 Author Orcid Image ;   Yoshihiro Kokubo4 Author Orcid Image ;   Mai Inoue1 Author Orcid Image ;   Masaki Yamamoto1 Author Orcid Image ;   Attayeb Mohsen1, 5 Author Orcid Image ;   Agustin Martin-Morales1 Author Orcid Image ;   Research Dawadi1 Author Orcid Image ;   Takao Inoue1, 6 Author Orcid Image ;   Jie Ting Tay1 Author Orcid Image ;   Mari Yoshizaki1 Author Orcid Image ;   Naoki Watanabe1 Author Orcid Image ;   Yuki Kuriya1 Author Orcid Image ;   Chisa Matsumoto4, 7 Author Orcid Image ;   Ahmed Arafa4, 8 Author Orcid Image ;   Yoko M Nakao4 Author Orcid Image ;   Yuka Kato4, 9 Author Orcid Image ;   Masayuki Teramoto4 Author Orcid Image ;   Michihiro Araki1, 10, 11 Author Orcid Image
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Attayeb Mohsen Attayeb Mohsen @attayebmohsen

Please check this collaboration paper, just published today https://t.co/gUBjxzMtuM

10:30 AM · May 14, 2025

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STELLANEWS.LIFE STELLANEWS.LIFE @stellanewslife

Machine Learning Model for Predicting Coronary Heart Disease Risk: Development and Validation Using Insights From a Japanese Population–Based Study https://t.co/fUgSoxK3VB #冠動脈疾患 #心疾患リスク #機械学習 #日本人データ #AI医療 #ランダムフォレスト #SHAP解析 #JMIR #予防医療

1:28 AM · May 19, 2025

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