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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

The median age of participants with CHD was 63 (IQR 56-71) years , which was significantly older than that of those without CHD, whose median age was 55 (IQR 44-65) years. CHD was more prevalent in men (n=202, 66.2%) compared to women (n=103, 33.8%), and this gender difference was statistically significant. Several cardiovascular risk factors were also associated with CHD. Participants with CHD had higher systolic and diastolic blood pressures.

Thien Vu, Yoshihiro Kokubo, Mai Inoue, Masaki Yamamoto, Attayeb Mohsen, Agustin Martin-Morales, Research Dawadi, Takao Inoue, Jie Ting Tay, Mari Yoshizaki, Naoki Watanabe, Yuki Kuriya, Chisa Matsumoto, Ahmed Arafa, Yoko M Nakao, Yuka Kato, Masayuki Teramoto, Michihiro Araki

JMIR Cardio 2025;9:e68066

Persuasive Systems Design Trends in Coronary Heart Disease Management: Scoping Review of Randomized Controlled Trials

Persuasive Systems Design Trends in Coronary Heart Disease Management: Scoping Review of Randomized Controlled Trials

This scoping review seeks to address this gap by providing an overview of persuasive context and behavior change strategies that support the management of CHD. Identifying these features will provide designers and researchers with an understanding of the persuasion context and persuasive features in systems that seek to promote behavior change in patients with CHD.

Eunice Eno Yaa Frimponmaa Agyei, Akon Ekpezu, Harri Oinas-Kukkonen

JMIR Cardio 2024;8:e49515

Remotely Delivered Cardiac Rehabilitation Exercise for Coronary Heart Disease: Nonrandomized Feasibility Study

Remotely Delivered Cardiac Rehabilitation Exercise for Coronary Heart Disease: Nonrandomized Feasibility Study

Coronary heart disease (CHD) is the most common cause of death globally, responsible for 16% of the world’s total deaths in 2019 [1]. Cardiac rehabilitation (CR) is a multidisciplinary intervention and is well recognized as the standard of care in CHD management. CR typically involves risk factor education, supervised exercise training, and psychological support. Numerous studies have shown that CR can aid in the recovery from an acute cardiac event and help to prevent further illness and mortality [2].

Oonagh M Giggins, Julie Doyle, Suzanne Smith, Grainne Vavasour, Orla Moran, Shane Gavin, Nisanth Sojan, Gordon Boyle

JMIR Cardio 2023;7:e40283