Cardiac Risk and Cardiac Risk Calculators

Long-Term Ambient Air Pollution Exposure and the Risk of Cardiovascular and Cerebrovascular Diseases in Rural Chinese Populations: 10-Year Follow-Up of a Multicenter Prospective Cohort Study

Yaqi Zhao, Xuefang Cao, Jiang Du, Aiwei He, Jun Liang, Weitao Duan, Yuanzhi Di, Yijun He, Boxuan Feng, Linyu Shen, Juanjuan Huang, Zihan Li, Jianguo Liang, Hongzhi Li, Zisen Liu, Fang Liu, Shumin Yang, Zuhui Xu, Bin Zhang, Jiaoxia Yan, Yanchun Liang, Rong Liu, Fei Shen, Qi Jin, Henan Xin, Lei Gao

JMIR Public Health Surveill 2025 (Nov 28); 11:e81218

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Risk Prediction of Major Adverse Cardiovascular Events Within One Year After Percutaneous Coronary Intervention in Patients With Acute Coronary Syndrome: Machine Learning–Based Time-to-Event Analysis

Hong-Jae Choi, Changhee Lee, Hack-Lyoung Kim, Youn-Jung Son

JMIR Med Inform 2025 (Nov 27); 13:e81778

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AI-Assisted Cardiovascular Risk Assessment by General Practitioners in Resource-Constrained Indonesian Settings Using a Conceptual Prototype: Randomized Controlled Study

Anindya Pradipta Susanto, David Lyell, Bambang Widyantoro, Dafsah Arifa Juzar, Anwar Santoso, Shlomo Berkovsky, Farah Magrabi

J Med Internet Res 2025 (Nov 25); 27:e73131

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Predicting 30-Days Hospital Readmission for Patients with Heart Failure Using Electronic Health Record Embeddings: Comparative Evaluation

Prabin Shakya, Ayush Khaneja, Kavishwar B Wagholikar

JMIR Med Inform 2025 (Nov 25); 13:e73020

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Estimating 10-Year Cardiovascular Disease Risk in Primary Prevention Using UK Electronic Health Records and a Hybrid Multitask BERT Model: Retrospective Cohort Study

Tianyi Liu, Lei Lu, Yanzhong Wang, Andrew J Krentz, Vasa Curcin

JMIR Med Inform 2025 (Nov 13); 13:e76659

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Association Between Triglyceride-Glucose Index, Blood Pressure Status, and Coronary Heart Disease Risk Among Chinese Adults With Disabilities: 10-Year Disability Health Survey Cohort Study

Hui Liu, Yao Li, Yiyan Wang, Tao Wang, Chenghua Jiang, Hengjing Wu, Jing Wu

JMIR Public Health Surveill 2025 (Nov 03); 11:e78068

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Evaluating the Clinical Effectiveness and Patient Experience of a Large Language Model–Based Digital Tool for Home-Based Blood Pressure Management: Mixed Methods Study

Alan Jelic, Igor Sesto, Luka Rotkvic, Luka Pavlovic, Nikola Erceg, Nina Sesto, Zeljko Kraljevic, Joshua Au Yeung, Amos Folarin, Richard Dobson, Petroula Laiou

JMIR Mhealth Uhealth 2025 (Nov 03); 13:e68361

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Serial 12-Lead Electrocardiogram–Based Deep-Learning Model for Hospital Admission Prediction in Emergency Department Cardiac Presentations: Retrospective Cohort Study

Arda Altintepe, Kutsev Bengisu Ozyoruk

JMIR Cardio 2025 (Oct 17); 9:e80569

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Intraoperative Hypotension and Major Adverse Cardiac Events Among Older Adult Patients Undergoing Noncardiac Surgery: Retrospective Cohort Study

Kai Zhang, Chang Liu, Meng Wang, Ting Zhang, Bingbing Meng, Siyi Yao, Jingsheng Lou, Qiang Fu, Yanhong Liu, Jiangbei Cao, Lulong Bo, Weidong Mi, Hao Li

JMIR Aging 2025 (Oct 16); 8:e67177

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Interpretable Machine Learning Model for Pulmonary Hypertension Risk Prediction: Retrospective Cohort Study

Hongxia Jiang, Han Gao, Dexin Wang, Qingli Zeng, Xiaojun Hao, Zhenshun Cheng

JMIR Med Inform 2025 (Sep 24); 13:e74117

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Coronary Artery Disease Prevalence in an Executive Population at a Tertiary Medical Center: Protocol for a Retrospective Cohort Study

Murali Duggirala, Basant Katamesh, Ann Vincent, Ivana Croghan, Brian Dougan, Jayanth Adusumalli, Ryan Hurt, Sanjeev Nanda, Donna Lawson, Amirala Pasha

JMIR Res Protoc 2025 (Sep 17); 14:e72451

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Predicting In-Hospital Cardiac Arrest Using Machine Learning Models: Protocol for a Scoping Review

Mina Attin, Bryar Shareef, Nelson Appiah-Agyei, Farzana Mahamud Rini, Xan Goodman, Lauren Bredesky, Jonathan A Chavez, Rawa Mohammed, Kavita Batra

JMIR Res Protoc 2025 (Sep 09); 14:e69716

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Changes in Sarcopenia Status and Subsequent Cardiovascular Outcomes: Prospective Cohort Study

Yuanyue Zhu, Kan Wang, Zuolin Lu, Feika Li, Yu Xu, Linhui Shen, Yufang Bi, Weiguo Hu

JMIR Aging 2025 (Sep 08); 8:e69860

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Gender-Specific Moderating Role of Physical Fitness and Cardiovascular Risk Factors in the Relationship Between BMI and C-Reactive Protein: Cross-Sectional Study

Chunyuan Lai, Yunqing Liu, Yue Yan, Boli Cheng, Yakun Liu, Fanshu Yu, Chengyuan Hu, Liqiang Su, Fanghui Li

JMIR Public Health Surveill 2025 (Aug 27); 11:e76485

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Objectively and Subjectively Measured Physical Activity and Their Associations With Cardiometabolic Risk in the UK Biobank: Retrospective Cohort Study

Charlyne Bürki, Caiwei Tian, Kenneth Westerman, Chirag Patel

JMIR Mhealth Uhealth 2025 (Aug 27); 13:e54820

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Deep Learning–Based Early Warning Systems in Hospitalized Patients at Risk of Code Blue Events and Length of Stay: Retrospective Real-World Implementation Study

Ji-hyun Kim, Eun Young Cho, Yuhyun Choi, Joo-Yun Won, Se Hee Cheon, Young Ae Kim, Ki-byung Lee, Kwang Joon Kim, Ho Gwan Kim, Taeyong Sim

JMIR Med Inform 2025 (Aug 22); 13:e72232

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Validation and Refinement of Scores to Predict Stroke Risk: Prospective Cohort Study

Hua Meng, Zhuo Liu, Dongfeng Pan, Xinya Su, Wenwen Lu, Xingtian Wang, Yuhui Geng, Xiaojuan Ma, Peifeng Liang

JMIR Public Health Surveill 2025 (Aug 21); 11:e72497

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Hemodynamic Assessment of Arterial Perfusion by Using the Ultrasonographic Hand Acceleration Time: Protocol for a Cross-Sectional Prospective Descriptive Study

Begoña Gonzalo, Sebastián Videla, José Moranas, Thiago Carnaval, Carolina Herranz, Emma Espinar, Elena Iborra

JMIR Res Protoc 2025 (Aug 21); 14:e64450

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Integrating Food Preference Profiling, Behavior Change Strategies, and Machine Learning for Cardiovascular Disease Prevention in a Personalized Nutrition Digital Health Intervention: Conceptual Pipeline Development and Proof-of-Principle Study

Hana Fitria Navratilova, Anthony David Whetton, Nophar Geifman

J Med Internet Res 2025 (Aug 13); 27:e75106

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Optimizing Cardiovascular Risk Management in Primary Care Using a Personalized eCoach Solution Enhanced by an Artificial Intelligence–Driven Clinical Prediction Model: Protocol from the Coronary Artery Disease Risk Estimation and Early Detection Consortium

Rutger van Mierlo, Bart Scheenstra, Joost Verbeek, Anke Bruninx, Petros Kalendralis, Inigo Bermejo, Andre Dekker, Arnoud van 't Hof, Marieke Spreeuwenberg, Laura Hochstenbach

JMIR Res Protoc 2025 (Aug 08); 14:e66068

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