Cardiac Diagnostics

Articles published in this theme: 36 (scroll down to load remaining articles)

2026

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Machine Learning in Left Ventricular Hypertrophy Detection: Systematic Review and Meta-Analysis

Yilin Li, Ke Zhao, Jing Wu

J Med Internet Res 2026 (Feb 27); 28:e76637

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End-to-End Platform for Electrocardiogram Analysis and Model Fine-Tuning: Development and Validation Study

Lucas Bickmann, Lucas Plagwitz, Antonius Büscher, Lars Eckardt, Julian Varghese

J Med Internet Res 2026 (Jan 30); 28:e81116

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Curative Effect and Autonomic Nerve Function of Patients With Primary Insomnia of Liver Depression and Spleen Deficiency Type Based on the Acupoint Selection of Meridian Theory: Protocol for a Randomized Controlled Trial

Su Fu, Kang He, Chuanlong Zhou

JMIR Res Protoc 2026 (Jan 22); 15:e84122

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Diagnostic Performance of Deep Learning and Radiomics in Extracranial Carotid Plaque Detection: Systematic Review and Meta-Analysis

Lingjie Ju, Yongsheng Guo, Haiyong Guo, Ruijuan Liu, Yiyang Wang, Siyu Wang, Na Ma, Junhong Ren

J Med Internet Res 2026 (Jan 22); 28:e77092

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Mapping Algorithmic Bias in AI-Powered Electrocardiogram Interpretation Across the AI Life Cycle: Protocol for a Scoping Review

Luqman Lawal, Christopher Paton, Mike English, Bruno Holthof, Tabitha Preston

JMIR Res Protoc 2026 (Jan 20); 15:e82486

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2025

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Telephone Administration of the Human Activity Profile Questionnaire in Patients With Cardiovascular Disease: Methodological Study

Tamara Costabile Sant´Anna, Júlia Isaac Bernardes, Adriana Marques Alcici Moreira, Janaine Cunha Polese, Maria Da Glória Rodrigues-Machado

JMIR Rehabil Assist Technol 2025 (Dec 31); 12:e75164

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Panic Attack Prediction for Patients With Panic Disorder via Machine Learning and Wearable Electrocardiography Monitoring: Model Development and Validation Study

Hayoung Oh, Hunmin Do, Chaehyun Maeng, Jinsuk Park, Taejun Yoon, Jihwan Kim, Hyeran Hwang, Seoin Choi, Piao Huilin

J Med Internet Res 2025 (Oct 15); 27:e69045

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The Validation and Accuracy of Wearable Heart Rate Trackers in Children With Heart Disease: Prospective Cohort Study

Hidde J Hardon, Yara N Van Kerkhof, Beatrijs Bartelds, Janneke A E Kammeraad, Arend W Van Deutekom

JMIR Form Res 2025 (Sep 30); 9:e70835

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AI-Based Algorithm to Detect Heart and Lung Disease From Acute Chest Computed Tomography Scans: Protocol for an Algorithm Development and Validation Study

Anne Sophie Overgaard Olesen, Kristina Miger, Silas Nyboe Ørting, Jens Petersen, Marleen de Bruijne, Mikael Ploug Boesen, Michael Brun Andersen, Johannes Grand, Jens Jakob Thune, Olav Wendelboe Nielsen

JMIR Res Protoc 2025 (Sep 19); 14:e77030

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Comparative Diagnostic Performance of a Multimodal Large Language Model Versus a Dedicated Electrocardiogram AI in Detecting Myocardial Infarction From Electrocardiogram Images: Comparative Study

Haemin Lee, Sooyoung Yoo, Joonghee Kim, Youngjin Cho, Dongbum Suh, Keehyuck Lee

JMIR AI 2025 (Sep 17); 4:e75910

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Estimation of Brachial-Ankle Pulse Wave Velocity With Hierarchical Regression Model From Wrist Photoplethysmography and Electrocardiographic Signals: Method Design

Chih-I Ho, Chia-Hsiang Yen, Yu-Chuan Li, Chiu-Hua Huang, Jia-Wei Guo, Pei-Yun Tsai, Hung-Ju Lin, Tzung-Dau Wang

JMIR Biomed Eng 2025 (Aug 26); 10:e58756

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Effectiveness of the GPT-4o Model in Interpreting Electrocardiogram Images for Cardiac Diagnostics: Diagnostic Accuracy Study

Haya Engelstein, Roni Ramon-Gonen, Avi Sabbag, Eyal Klang, Karin Sudri, Michal Cohen-Shelly, Israel Barbash

JMIR AI 2025 (Aug 22); 4:e74426

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Cardiorenal Interorgan Assessment via a Novel Clustering Method Using Dynamic Time Warping on Electrocardiogram: Model Development and Validation Study

Sally Zhao, Zhan Ye, Bhavna Adhin, Matti Vuori, Jari Laukkanen, FinnGen, Sudeshna Fisch

JMIR Med Inform 2025 (Aug 12); 13:e73353

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Toward Ambulatory Baroreflex Sensitivity: Comparison Between Indices of Arterial Line and Photoplethysmography in Male Volunteers

Jolanda Witteveen, Fabian Beutel, Evelien Hermeling

JMIR Cardio 2025 (Jul 17); 9:e54771

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Prediction of Percutaneous Coronary Intervention Success in Patients With Moderate to Severe Coronary Artery Calcification Using Machine Learning Based on Coronary Angiography: Prospective Cohort Study

Zixiang Ye, Zhangyu Lin, Enmin Xie, Chenxi Song, Rui Zhang, Hao-Yu Wang, Shanshan Shi, Lei Feng, Kefei Dou

J Med Internet Res 2025 (Jul 11); 27:e70943

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Application of Artificial Intelligence in Cardio-Oncology Imaging for Cancer Therapy–Related Cardiovascular Toxicity: Systematic Review

Hayat Mushcab, Mohammed Al Ramis, Abdulrahman AlRujaib, Rawan Eskandarani, Tamara Sunbul, Anwar AlOtaibi, Mohammed Obaidan, Reman Al Harbi, Duaa Aljabri

JMIR Cancer 2025 (May 09); 11:e63964

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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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Causal Inference for Hypertension Prediction With Wearable Electrocardiogram and Photoplethysmogram Signals: Feasibility Study

Ke Gong, Yifan Chen, Xinyue Song, Zhizhong Fu, Xiaorong Ding

JMIR Cardio 2025 (Jan 23); 9:e60238

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Development and Validation of a Predictive Model Based on Serum Silent Information Regulator 6 Levels in Chinese Older Adult Patients: Cross-Sectional Descriptive Study

Yuzi You, Wei Liang, Yajie Zhao

JMIR Aging 2025 (Jan 15); 8:e64374

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Noninvasive Oral Hyperspectral Imaging–Driven Digital Diagnosis of Heart Failure With Preserved Ejection Fraction: Model Development and Validation Study

Xiaomeng Yang, Zeyan Li, Lei Lei, Xiaoyu Shi, Dingming Zhang, Fei Zhou, Wenjing Li, Tianyou Xu, Xinyu Liu, Songyun Wang, Quan Yuan, Jian Yang, Xinyu Wang, Yanfei Zhong, Lilei Yu

J Med Internet Res 2025 (Jan 07); 27:e67256

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