Cardiac Disease Management

Application of Machine Learning for Patients With Cardiac Arrest: Systematic Review and Meta-Analysis

Shengfeng Wei, Xiangjian Guo, Shilin He, Chunhua Zhang, Zhizhuan Chen, Jianmei Chen, Yanmei Huang, Fan Zhang, Qiangqiang Liu

J Med Internet Res 2025 (Mar 10); 27:e67871

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Cardiac Repair and Regeneration via Advanced Technology: Narrative Literature Review

Yugyung Lee, Sushil Shelke, Chi Lee

JMIR Biomed Eng 2025 (Mar 08); 10:e65366

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The Role of AI in Cardiovascular Event Monitoring and Early Detection: Scoping Literature Review

Luis B Elvas, Ana Almeida, Joao C Ferreira

JMIR Med Inform 2025 (Mar 06); 13:e64349

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Exploring Stakeholder Perspectives on the Barriers and Facilitators of Implementing Digital Technologies for Heart Disease Diagnosis: Qualitative Study

Kamilla Abdullayev, Tim J A Chico, Jiana Canson, Matthew Mantelow, Oli Buckley, Joan Condell, Richard J Van Arkel, Vanessa Diaz-Zuccarini, Faith Matcham

JMIR Cardio 2025 (Mar 05); 9:e66464

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The Construction and Application of a Clinical Decision Support System for Cardiovascular Diseases: Multimodal Data-Driven Development and Validation Study

Shumei Miao, Pei Ji, Yongqian Zhu, Haoyu Meng, Mang Jing, Rongrong Sheng, Xiaoliang Zhang, Hailong Ding, Jianjun Guo, Wen Gao, Guanyu Yang, Yun Liu

JMIR Med Inform 2025 (Mar 03); 13:e63186

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Deep Learning–Based Electrocardiogram Model (EIANet) to Predict Emergency Department Cardiac Arrest: Development and External Validation Study

Shao-Chi Lu, Guang-Yuan Chen, An-Sheng Liu, Jen-Tang Sun, Jun-Wan Gao, Chien-Hua Huang, Chu-Lin Tsai, Li-Chen Fu

J Med Internet Res 2025 (Feb 28); 27:e67576

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Machine Learning in the Management of Patients Undergoing Catheter Ablation for Atrial Fibrillation: Scoping Review

Aijing Luo, Wei Chen, Hongtao Zhu, Wenzhao Xie, Xi Chen, Zhenjiang Liu, Zirui Xin

J Med Internet Res 2025 (Feb 10); 27:e60888

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Mesenchymal Stem Cell Therapy for Acute Myocardial Infarction: Protocol for a Systematic Review and Meta-Analysis

Michael Vincent DiCaro, Brianna Yee, KaChon Lei, Kavita Batra, Buddhadeb Dawn

JMIR Res Protoc 2025 (Feb 06); 14:e60591

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The Prognostic Significance of Sleep and Circadian Rhythm for Myocardial Infarction Outcomes: Case-Control Study

Wei-Chih Chin, Pao-Hsien Chu, Lung-Sheng Wu, Kuang-Tso Lee, Chen Lin, Chien-Te Ho, Wei-Sheng Yang, I-Hang Chung, Yu-Shu Huang

J Med Internet Res 2025 (Feb 04); 27:e63897

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Effectiveness of Mobile Health–Based Gamification Interventions for Improving Physical Activity in Individuals With Cardiovascular Diseases: Systematic Review and Meta-Analysis of Randomized Controlled Trials

Tianzhuo Yu, Monica Parry, Tianyue Yu, Linqi Xu, Yuejin Wu, Ting Zeng, Xin Leng, Qian Tong, Feng Li

JMIR Serious Games 2025 (Jan 24); 13:e64410

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Patient-Centered mHealth Intervention to Improve Self-Care in Patients With Chronic Heart Failure: Phase 1 Randomized Controlled Trial

Spyros Kitsiou, Ben S Gerber, Susan W Buchholz, Mayank M Kansal, Jiehuan Sun, Susan J Pressler

J Med Internet Res 2025 (Jan 15); 27:e55586

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The Role of Clinician-Developed Applications in Promoting Adherence to Evidence-Based Guidelines: Pilot Study

Madhu Prita Prakash, Aravinda Thiagalingam

JMIR Cardio 2024 (Dec 31); 8:e55958

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Enhancing Clinical Decision Making by Predicting Readmission Risk in Patients With Heart Failure Using Machine Learning: Predictive Model Development Study

Xiangkui Jiang, Bingquan Wang

JMIR Med Inform 2024 (Dec 31); 12:e58812

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The Role of Machine Learning in the Detection of Cardiac Fibrosis in Electrocardiograms: Scoping Review

Julia Handra, Hannah James, Ashery Mbilinyi, Ashley Moller-Hansen, Callum O'Riley, Jason Andrade, Marc Deyell, Cameron Hague, Nathaniel Hawkins, Kendall Ho, Ricky Hu, Jonathon Leipsic, Roger Tam

JMIR Cardio 2024 (Dec 30); 8:e60697

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Results of a Digital Multimodal Motivational and Educational Program as Follow-Up Care for Former Cardiac Rehabilitation Patients: Randomized Controlled Trial

Maxi Pia Bretschneider, Wolfgang Mayer-Berger, Jens Weine, Lena Roth, Peter E H Schwarz, Franz Petermann

JMIR Cardio 2024 (Dec 11); 8:e57960

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Association Between Video-Based Telemedicine Visits and Medication Adherence Among Patients With Heart Failure: Retrospective Cross-Sectional Study

Yaguang Zheng, Samrachana Adhikari, Xiyue Li, Yunan Zhao, Amrita Mukhopadhyay, Carine E Hamo, Tyrel Stokes, Saul Blecker

JMIR Cardio 2024 (Dec 05); 8:e56763

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Telemonitoring for Chronic Heart Failure: Narrative Review of the 20-Year Journey From Concept to Standard Care in Germany

Sebastian Spethmann, Gerhard Hindricks, Kerstin Koehler, Stefan Stoerk, Christiane E Angermann, Michael Böhm, Birgit Assmus, Sebastian Winkler, Martin Möckel, Mirja Mittermaier, Monika Lelgemann, Daniel Reuter, Ralph Bosch, Alexander Albrecht, Stephan von Haehling, Thomas M Helms, Stefan Sack, Tarek Bekfani, Jan Wolfgang Gröschel, Magdalena Koehler, Christoph Melzer, Jan Wintrich, Bettina Zippel-Schultz, Georg Ertl, Claus Vogelmeier, Nikolaos Dagres, Jasmin Zernikow, Friedrich Koehler

J Med Internet Res 2024 (Dec 04); 26:e63391

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Impact of an mHealth App (Kencom) on Patients With Untreated Hypertension Initiating Antihypertensive Medications: Real-World Cohort Study

Koichiro Matsumura, Atsushi Nakagomi, Eijiro Yagi, Nobuhiro Yamada, Yohei Funauchi, Kazuyoshi Kakehi, Ayano Yoshida, Takayuki Kawamura, Masafumi Ueno, Gaku Nakazawa, Takahiro Tabuchi

JMIR Cardio 2024 (Nov 26); 8:e52266

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Antihypertensive Drug Recommendations for Reducing Arterial Stiffness in Patients With Hypertension: Machine Learning–Based Multicohort (RIGIPREV) Study

Iván Cavero-Redondo, Arturo Martinez-Rodrigo, Alicia Saz-Lara, Nerea Moreno-Herraiz, Veronica Casado-Vicente, Leticia Gomez-Sanchez, Luis Garcia-Ortiz, Manuel A Gomez-Marcos, RIGIPREV Investigators Group

J Med Internet Res 2024 (Nov 25); 26:e54357

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A Remote Patient Monitoring System With Feedback Mechanisms Using a Smartwatch: Concept, Implementation, and Evaluation Based on the activeDCM Randomized Controlled Trial

Reto Wettstein, Farbod Sedaghat-Hamedani, Oliver Heinze, Ali Amr, Christoph Reich, Theresa Betz, Elham Kayvanpour, Angela Merzweiler, Christopher Büsch, Isabell Mohr, Birgit Friedmann-Bette, Norbert Frey, Martin Dugas, Benjamin Meder

JMIR Mhealth Uhealth 2024 (Nov 22); 12:e58441

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