Clinical Informatics

Rural Perspectives on Digital Health in Cardiovascular Care: Qualitative Study of Interviews With Rural and Rural-Serving Primary Care Providers and Cardiologists

Signe Burchim, Susan Miller, Kristin Beima-Sofie, Angela G Spencer, Brekken Selah, Elena Wadden, Adiya Jaffari, Monica Zigman Suchsland, Allison Cole, Steven Elrod, Margaret A Gehring, Ryan Gilles, Charles G Jose, Kelly McGrath, Russell T Baker, Chris T Longenecker

J Med Internet Res 2025 (Nov 07); 27:e77234

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The Advanced Confidentiality Engine as a Scalable Tool for the Pseudonymization of Biomedical Data in Translational Settings: Development and Usability Study

Armin Müller, Eric Wündisch, Felix Nikolaus Wirth, Sophie Meier zu Ummeln, Joachim Weber, Fabian Prasser

J Med Internet Res 2025 (Nov 05); 27:e71822

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Attitudes Toward Common Data Models Among Chinese Biomedical Professionals: Cross-Sectional Survey

Yexian Yu, Yongqi Zheng, Meng Zhang, Junqing Xie, Seng Chan You, Mengling Feng, Siyan Zhan, Feng Sun

JMIR Med Inform 2025 (Nov 05); 13:e77603

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Beyond Comparing Machine Learning and Logistic Regression in Clinical Prediction Modelling: Shifting from Model Debate to Data Quality

Yanan Hu, Xin Zhang, Valerie Slavin, Yitayeh Belsti, Sofonyas Abebaw Tiruneh, Emily Callander, Joanne Enticott

J Med Internet Res 2025 (Nov 05); 27:e77721

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Differences in Hemodialysis Claim Patterns Across Membership Types Among Patients With Renal Failure Based on National Health Insurance Data From 2017 to 2022: Cross-Sectional Analysis

Aries Munandar, Syarif R Hasibuan, Dian Kusuma

JMIR Public Health Surveill 2025 (Nov 03); 11:e73731

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Digital Health Technology Compliance With Clinical Safety Standards In the National Health Service in England: National Cross-Sectional Study

Youssof Oskrochi, Elliott Roy-Highley, Keith Grimes, Sam Shah

J Med Internet Res 2025 (Oct 31); 27:e80076

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Patterns of Telehealth Use Across the Cancer Care Continuum and Assessment of Patient and Geographic Factors Associated With Key Healthcare Outcomes: Retrospective Study

Kassandra I Alcaraz, Christopher Kitchen, Thomas Richards, Chintan J Pandya, Jonathan P Weiner, Elham Hatef

JMIR Cancer 2025 (Oct 30); 11:e79956

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The Clinical Registry of Childhood Asthma (CRCA) Elucidating Early-Life Asthma: Cross-Sectional Analysis of a Prospective, Longitudinal, and Digitally Enhanced Real-World Cohort

Juan Li, Luo Ren, Jiao Liu, Yuyi Tang, Run Wang, Peixin Yang, Jing Zhao, Xiao Chen, Zheng Xiang, Wen Zhong, Na Zang, Dapeng Chen, Heping Fang, Enmei Liu

J Med Internet Res 2025 (Oct 30); 27:e78693

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Impact of Detailed Versus Generic Instructions on Fine-Tuned Language Models for Patient Discharge Instructions Generation: Comparative Statistical Analysis

Muneerah Alqahtani, Abdullah Al-Barakati, Fahd Alotaibi, Mohammed Al Shibli, Saad Almousa

JMIR Form Res 2025 (Oct 30); 9:e80917

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Implementation Challenges of Remote Cancer Symptom Management With Electronic Patient‑Reported Outcomes in China’s Primary Health Care Settings: Qualitative Study

Min Li, Jingyu Zhang, Jundi Zheng, Changjin Wu, Zuting Shao, Cheng Lei, Hongfan Yu, Lu Xu, Yu Zhang, Xu Wang, Jin Bai, Qiuling Shi, Xiaojun Dai

J Med Internet Res 2025 (Oct 28); 27:e78333

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Variation in Telehealth Use for Patients With Incident Atrial Fibrillation Across the Veterans Health Administration: Retrospective Cohort Study

Rebecca Lauren Tisdale, Neil M Kalwani, Harrison Koos, Jun Fan, Natasha Din, Alexander C Perino, David C Chan, Alexander Tarlochan Sandhu, Paul A Heidenreich

J Med Internet Res 2025 (Oct 28); 27:e76177

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Correcting for the Inflated Adult Population Denominator in an English Nationwide Health Care Cohort: Database Analysis Study

Sudhir Venkatesan, Mark Joy, Gavin Jamie, Debasish Kar, Robert Williams, Xuejuan Fan, Wilhelmine Meeraus, Ruby S M Tsang, Kathryn S Taylor, Sylvia Taylor, F D Richard Hobbs, Sneha N Anand, Chris Robertson, Simon de Lusignan

JMIR Public Health Surveill 2025 (Oct 27); 11:e64788

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Best Practices for Data Modernization Across the United States Public Health System: Scoping Review

Zebunnesa Zeba, Stella T Lartey, Polina Durneva, Shongkour Roy, Niharika Jha, Michael Arthur Ofori, Nidhi Mittal, Stella Dockery, Nichole Saulsberry Scarboro, Michelle Taylor, Ashish Joshi

J Med Internet Res 2025 (Oct 24); 27:e70946

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Aiding Large Language Models Using Clinical Scoresheets for Neurobehavioral Diagnostic Classification From Text: Algorithm Development and Validation

Kaiying Lin, Abdur Rasool, Saimourya Surabhi, Cezmi Mutlu, Haopeng Zhang, Dennis P Wall, Peter Washington

JMIR AI 2025 (Oct 21); 4:e75030

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Influences on Emergency Clinician Use of Health Information Exchange: Interview Study

Brian E Dixon, Umesh Ghimire, Benjamin Richter, Corinne Bowditch, Saurabh Rahurkar, John T Finnell, Joshua R Vest

JMIR Med Inform 2025 (Oct 20); 13:e75865

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Clinical Trial Schedule of Activities Specification Using Fast Healthcare Interoperability Resources Definitional Resources: Mixed Methods Study

Andrew Richardson, Patrick Genyn

JMIR Med Inform 2025 (Oct 20); 13:e71430

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Rapid Liver Fibrosis Evaluation Using the UNet-ResNet50-32 × 4d Model in Magnetic Resonance Elastography: Retrospective Study

Pei-Yuan Su, Han-Jie Shih, Jia-Lang Xu

JMIR Med Inform 2025 (Oct 20); 13:e80351

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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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Insights Into Associations Between Oral and General Health Outcomes of Nursing Home Residents Based on InterRAI Data: Cross-Sectional Study

Emilie Schoebrechts, Johanna de Almeida Mello, Patricia Ann Ivonne Vandenbulcke, Hein Petrus Johannes van Hout, Jan De Lepeleire, Anja Declercq, Dominique Declerck, Joke Duyck

JMIR Aging 2025 (Oct 17); 8:e72308

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Challenges and Recommendations for Electronic Health Records Data Extraction and Preparation for Dynamic Prediction Modeling in Hospitalized Patients: Practical Guide and Tutorial

Elena Albu, Shan Gao, Pieter Stijnen, Frank E Rademakers, Bas CT van Bussel, Taya Collyer, Tina Hernandez-Boussard, Laure Wynants, Ben Van Calster

J Med Internet Res 2025 (Oct 17); 27:e73987

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