Myocardial Infarction (Heart Attack)

A Responsible Framework for Assessing, Selecting, and Explaining Machine Learning Models in Cardiovascular Disease Outcomes Among People With Type 2 Diabetes: Methodology and Validation Study

Yang Yang, Che-Yi Liao, Esmaeil Keyvanshokooh, Hui Shao, Mary Beth Weber, Francisco J Pasquel, Gian-Gabriel P Garcia

JMIR Med Inform 2025 (Jun 27); 13:e66200

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Harnessing an Artificial Intelligence–Based Large Language Model With Personal Health Record Capability for Personalized Information Support in Postsurgery Myocardial Infarction: Descriptive Qualitative Study

Ting-ting Yang, Hong-xia Zheng, Sha Cao, Mei-ling Jing, Ju Hu, Yan Zuo, Qing-yong Chen, Jian-jun Zhang

J Med Internet Res 2025 (Apr 30); 27:e68762

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Establishing Syndromic Surveillance of Acute Coronary Syndrome, Myocardial Infarction, and Stroke: Registry Study Based on Routine Data From German Emergency Departments

Madlen Schranz, Mirjam Rupprecht, Annette Aigner, Leo Benning, Carmen Schlump, Nesrine Charfeddine, Michaela Diercke, Linus Grabenhenrich, Alexander Ullrich, Hannelore Neuhauser, Birga Maier, AKTIN Research Group, Felix Patricius Hans, Sabine Blaschke

JMIR Public Health Surveill 2025 (Feb 25); 11:e66218

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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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Risk Factors for Gastrointestinal Bleeding in Patients With Acute Myocardial Infarction: Multicenter Retrospective Cohort Study

Yanqi Kou, Shicai Ye, Yuan Tian, Ke Yang, Ling Qin, Zhe Huang, Botao Luo, Yanping Ha, Liping Zhan, Ruyin Ye, Yujie Huang, Qing Zhang, Kun He, Mouji Liang, Jieming Zheng, Haoyuan Huang, Chunyi Wu, Lei Ge, Yuping Yang

J Med Internet Res 2025 (Jan 30); 27:e67346

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Identification of Gender Differences in Acute Myocardial Infarction Presentation and Management at Aga Khan University Hospital-Pakistan: Natural Language Processing Application in a Dataset of Patients With Cardiovascular Disease

Christine Ngaruiya, Zainab Samad, Salma Tajuddin, Zarmeen Nasim, Rebecca Leff, Awais Farhad, Kyle Pires, Muhammad Alamgir Khan, Lauren Hartz, Basmah Safdar

JMIR Form Res 2024 (Dec 20); 8:e42774

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Multicomponent Intervention to Improve Acute Myocardial Infarction Care in Tanzania: Protocol for a Pilot Implementation Trial

Julian T Hertz, Francis M Sakita, Faraan O Rahim, Blandina T Mmbaga, Frida Shayo, Vivian Kaboigora, Julius Mtui, Gerald S Bloomfield, Hayden B Bosworth, Janet P Bettger, Nathan M Thielman

JMIR Res Protoc 2024 (Sep 24); 13:e59917

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Early Prediction of Cardiac Arrest in the Intensive Care Unit Using Explainable Machine Learning: Retrospective Study

Yun Kwan Kim, Won-Doo Seo, Sun Jung Lee, Ja Hyung Koo, Gyung Chul Kim, Hee Seok Song, Minji Lee

J Med Internet Res 2024 (Sep 17); 26:e62890

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Smartphone App for Prehospital ECG Transmission in ST-Elevation Myocardial Infarction Activation: Protocol for a Mixed Methods Study

Hassan Mir, Katelyn J Cullen, Karen Mosleh, Rafi Setrak, Sanjit Jolly, Michael Tsang, Gregory Rutledge, Quazi Ibrahim, Michelle Welsford, Mathew Mercuri, JD Schwalm, Madhu K Natarajan

JMIR Res Protoc 2024 (Sep 06); 13:e55506

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A Machine Learning Model for Predicting In-Hospital Mortality in Chinese Patients With ST-Segment Elevation Myocardial Infarction: Findings From the China Myocardial Infarction Registry

Jingang Yang, Yingxue Li, Xiang Li, Shuiying Tao, Yuan Zhang, Tiange Chen, Guotong Xie, Haiyan Xu, Xiaojin Gao, Yuejin Yang

J Med Internet Res 2024 (Jul 30); 26:e50067

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Investigating Users’ Attitudes Toward Automated Smartwatch Cardiac Arrest Detection: Cross-Sectional Survey Study

Wisse M F van den Beuken, Hans van Schuppen, Derya Demirtas, Vokko P van Halm, Patrick van der Geest, Stephan A Loer, Lothar A Schwarte, Patrick Schober

JMIR Hum Factors 2024 (Jul 25); 11:e57574

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Prediction of In-Hospital Cardiac Arrest in the Intensive Care Unit: Machine Learning–Based Multimodal Approach

Hsin-Ying Lee, Po-Chih Kuo, Frank Qian, Chien-Hung Li, Jiun-Ruey Hu, Wan-Ting Hsu, Hong-Jie Jhou, Po-Huang Chen, Cho-Hao Lee, Chin-Hua Su, Po-Chun Liao, I-Ju Wu, Chien-Chang Lee

JMIR Med Inform 2024 (Jul 23); 12:e49142

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The Frailty Trajectory’s Additional Edge Over the Frailty Index: Retrospective Cohort Study of Veterans With Heart Failure

Javad Razjouyan, Ariela R Orkaby, Molly J Horstman, Parag Goyal, Orna Intrator, Aanand D Naik

JMIR Aging 2024 (Jun 27); 7:e56345

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The Incidence and Outcomes of Out-of-Hospital Cardiac Arrest During the COVID-19 Pandemic in South Korea: Multicenter Registry Study

Heekyung Lee, Jaehoon Oh, Hyuk Joong Choi, Hyungoo Shin, Yongil Cho, Juncheol Lee

JMIR Public Health Surveill 2024 (Jun 24); 10:e52402

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U-Shaped Relationship Between Fibrinogen Level and 10-year Mortality in Patients With Acute Coronary Syndrome: Prospective Cohort Study

Yi ming Li, Yuheng Jia, Lin Bai, Bosen Yang, Mao Chen, Yong Peng

JMIR Public Health Surveill 2024 (Jun 07); 10:e54485

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Digital Health Secondary Prevention Using Co-Design Procedures: Focus Group Study With Health Care Providers and Patients With Myocardial Infarction

Melissa Louise Pelly, Farhad Fatehi, Danny Liew, Antonio Verdejo-Garcia

JMIR Cardio 2023 (Oct 30); 7:e49892

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Design and Rationale of the National Tunisian Registry of Percutaneous Coronary Intervention: Protocol for a Prospective Multicenter Observational Study

Rania Hammami, Selim Boudiche, Tlili Rami, Nejeh Ben Halima, Ahmed Jamel, Bassem Rekik, Rym Gribaa, Ben Mrad Imtinene, Salma Charfeddine, Tarek Ellouze, Amine Bahloul, Ben Slima Hédi, Jamel Langar, Habib Ben Ahmed, Zied Ibn Elhadj, Mohamed Hmam, Mohamed Aymen Ben Abdessalem, Sabri Maaoui, Sana Fennira, Laroussi Lobna, Majed Hassine, Sami Ouanes, Drissi Mohamed Faouzi, Souad Mallek, Abdallah Mahdhaoui, Dghim Meriem, Walid Jomaa, Sofien Zayed, Tawfik Kateb, Nidhal Bouchahda, Fares Azaiez, Helmi Ben Salem, Morched Marouen, Aymen Noamen, Salem Abdesselem, Denguir Hichem, Hassen Ibn Hadj Amor, Farhati Abdeljelil, Amine Amara, Karim Bejar, Ben Hamda Khaldoun, Chiheb Hamza, Mohsen Ben Jamaa, Sami Fourati, Faycal Elleuch, Zeineb Grati, Slim Chtourou, Sami Marouene, Mohamed Sahnoun, Morched Hadrich, Maalej Mohamed Abdelkader, Hatem Bouraoui, Kamel Kamoun, Moufid Hadrich, Tarek Ben Chedli, Mohamed Akrem Drissa, Hanene Charfeddine, Nizar Saadaoui, Gargouri Achraf, Siala Ahmed, Mokdad Ayari, Marsit Nabil, Sabeur Mnif, Maher Sahnoun, Helmi Kammoun, Khaled Ben Jemaa, Gharbi Mostari, Nebil Hamrouni, Maazoun Yamen, Yassine Ellouz, Zahreddine Smiri, Amine Hdiji, Jerbi Bassem, Wacef Ayadi, Amir Zouari, Chedly Abbassi, Boujelben Masmoudi Fatma, Kais Battikh, Elyes Kharrat, Imen Gtif, Milouchi Sami, Leila Bezdah, Salem Kachboura, Mohamed Faouzi Maatouk, Sondes Kraiem, Gouider Jeridi, Elyes Neffati, Samir Kammoun, Youssef Ben Ameur, Wafa Fehri, Habib Gamra, Lilia Zakhama, Faouzi Addad, Mourali Mohamed Sami, Leila Abid

JMIR Res Protoc 2022 (Aug 05); 11(8):e24595

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Improving the Performance of Outcome Prediction for Inpatients With Acute Myocardial Infarction Based on Embedding Representation Learned From Electronic Medical Records: Development and Validation Study

Yanqun Huang, Zhimin Zheng, Moxuan Ma, Xin Xin, Honglei Liu, Xiaolu Fei, Lan Wei, Hui Chen

J Med Internet Res 2022 (Aug 03); 24(8):e37486

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Use of Digital Technology Tools to Characterize Adherence to Prescription-Grade Omega-3 Polyunsaturated Fatty Acid Therapy in Postmyocardial or Hypertriglyceridemic Patients in the DIAPAsOn Study: Prospective Observational Study

Gregory P Arutyunov, Alexander G Arutyunov, Fail T Ageev, Tatiana V Fofanova

JMIR Cardio 2022 (Jul 25); 6(2):e37490

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