Clinical Informatics

Determinants of Health Care Technology Adoption Using an Integrated Unified Theory of Acceptance and Use of Technology and Task Technology Fit Model: Systematic Review and Meta-Analysis

Ayesha Thanthrige, Bruce Lu, Zaid Sako, Nilmini Wickramasinghe

J Med Internet Res 2025 (Dec 30); 27:e64524

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Predicting Left Ventricular Ejection Fraction Recovery After Percutaneous Coronary Intervention in Patients With Chronic Coronary Syndrome by Using Interpretable Machine Learning Models: Retrospective Study

Jiayi Ding, Guanqi Lyu, Masaharu Nakayama, Kotaro Nochioka, Jun Takahashi, Satoshi Yasuda, Tetsuya Matoba, Takahide Kohro, Naoyuki Akashi, Hideo Fujita, Yusuke Oba, Tomoyuki Kabutoya, Kazuomi Kario, Yasushi Imai, Arihiro Kiyosue, Yoshiko Mizuno, Takamasa Iwai, Yoshihiro Miyamoto, Masanobu Ishii, Kenichi Tsujita, Taishi Nakamura, Hisahiko Sato, Ryozo Nagai

JMIR Med Inform 2025 (Dec 29); 13:e77839

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Estimating the Frequency of Inpatient Adverse Events Using a 2-Step Retrospective Chart Review: Initial Observational Cohort Study

Syed Sabih Ul Hassan, Fozia Asif, Farwa Ayub, Ghazal Haque, Asad Latif

JMIR Form Res 2025 (Dec 29); 9:e82512

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Systematic Determinants of Global COVID-19 Burden: Longitudinal Time-Series Analysis Using Big Data-Driven Artificial Intelligence

Zicheng Cao, Wenjie Han, Xue Zhang, Chi Zhang, Jinfeng Zeng, Yilin Chen, Haoyu Long, Jian Chen, Xiangjun Du

J Med Internet Res 2025 (Dec 29); 27:e79745

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Identification of Design Requirements for a Software Application for Use by Clinicians That Collects Acute Stroke Treatment Data During Clinical Workflow: Pilot Study

Adam Forward, Gizem Koca, Aymane Sahli, Noreen Kamal

JMIR Form Res 2025 (Dec 19); 9:e64800

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Copy Tools in the Electronic Health Record: Perceptions, Implications, and Future Directions

Sky Corby, Joan S Ash, Rebecca M Jungbauer, Gretchen Scholl, Sarah Florig, Vishnu Mohan, Jeffrey A Gold

JMIR Med Inform 2025 (Dec 19); 13:e78502

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Evaluating the Accuracy of Medical Information Generated by ChatGPT and Gemini and Its Alignment With International Clinical Guidelines From the Surviving Sepsis Campaign: Comparative Study

Dina Kutbi, Ehab Abou-Bakr, Hassan Mousa Haidar

JMIR Form Res 2025 (Dec 17); 9:e84251

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Dashboards to Improve Extractability of Cardiovascular Indicators in a Learning Health Care System: Mixed Methods Study

Anna G M Zondag, Karin R Jongsma, Wouter W van Solinge, Michiel L Bots, Robin W M Vernooij, Saskia Haitjema, UCC-CVRM Study Group

J Med Internet Res 2025 (Dec 16); 27:e71978

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Predicting Metabolic Dysfunction–Associated Fatty Liver Disease Phenotypes Among Adults: 2-Stage Contrastive Learning Method

Sizhe Jasmine Chen, Da Xu, Derek K Hu, Paul Jen-Hwa Hu, Ting-Shuo Huang

JMIR Med Inform 2025 (Dec 12); 13:e75747

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Cost-Benefit Analysis of Preventing Acute Care Use in Oncology Patients Following Systemic Therapy Using Medicare Claims Data: Retrospective Cohort Study

Sara Alessandra Keller, Maximilian Schuessler, Behzad Naderalvojoud, Tina Seto, Lu Tian, Mohana Roy, Tina Hernandez-Boussard

JMIR Med Inform 2025 (Dec 11); 13:e77891

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Exploring a Digital Health Solution to Collect and Manage Health-Related Needs for Patients Who Undergo Complex Surgery: Mixed Methods Study

Naleef Fareed, Humza Asgher, Diamantis Tsilimigras, Odysseas P Chatzipanagiotou, Giovanni Catalano, Bridget Hartwell, Kathleen Bolton, Timothy M Pawlik

J Med Internet Res 2025 (Dec 08); 27:e77995

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A Novel Primary Care Planning Informatics Tool Informed by Data-Driven Multimorbidity Grouping: User-Centered Design and Feasibility Testing

Linnaea Schuttner, Karin Daniels, Srinidhi Venkatesh, Franya Hutchins, Karley Atchison, Rebecca Piegari, Timothy Bober, Xinhua Zhao, Ann-Marie Rosland

JMIR Form Res 2025 (Dec 04); 9:e75081

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Evaluation of the 2020 American Urological Association Microscopic Hematuria Guidelines in Clinical Practice: Retrospective Chart Review Analysis

Dominique Munroe, James O'Keefe, Danyang Wang, Miranda A Moore

JMIR Form Res 2025 (Dec 04); 9:e75929

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Online Clinical Calculator for Predicting 28-Day Mortality in Older Adult Patients With Sepsis-Associated Encephalopathy: Retrospective Study Using MIMIC-IV

Guangyong Jin, Menglu Zhou, Jiayi Chen, Mengyuan Diao, Wei Hu

JMIR Med Inform 2025 (Dec 04); 13:e76417

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Unsupervised Characterization of Temporal Dataset Shifts as an Early Indicator of AI Performance Variations: Evaluation Study Using the Medical Information Mart for Intensive Care-IV Dataset

David Fernández-Narro, Pablo Ferri, Alba Gutiérrez-Sacristán, Juan M García-Gómez, Carlos Sáez

JMIR Med Inform 2025 (Dec 03); 13:e78309

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Patients’ Preferences Regarding Traditional Chinese Medicine for the Treatment of Chronic Obstructive Pulmonary Disease: Protocol for a Mixed Methods Study

Shaonan Liu, Tongtong Wu, Yan Yu, Yingkai Liu, Jing Wang, Xiaoli Chen, Xinfeng Guo

JMIR Res Protoc 2025 (Dec 02); 14:e75426

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Decentralized Biobanking Pathway to Precision Medicine: Futures Study

Marielle Gross, Ananya Dewan, Kennedy Sabharwal, Amanda Linkous, M Eifler, William Sanchez, Robert Miller, Mario Macis, Joshua C Rubin

J Med Internet Res 2025 (Dec 01); 27:e73965

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End User and Primary Care Physicians’ Perspectives on Digital Innovations in Dementia Risk Detection: Focus on a Digital Sleep Biomarker

Ríona Mc Ardle, Marie Poole, Sophie Horrocks, Josh King-Robson, Jonathan M Schott, David Sharp, Matthew Harrison, Louise Robinson

JMIR Aging 2025 (Dec 01); 8:e74307

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Identifying Key Variances in Clinical Pathways Associated With Prolonged Hospital Stays Using Machine Learning and ePath Real-World Data: Model Development and Validation Study

Saori Tou, Koutarou Matsumoto, Asato Hashinokuchi, Fumihiko Kinoshita, Yasunobu Nohara, Takanori Yamashita, Yoshifumi Wakata, Tomoyoshi Takenaka, Hidehisa Soejima, Tomoharu Yoshizumi, Naoki Nakashima, Masahiro Kamouchi

JMIR Med Inform 2025 (Dec 01); 13:e71617

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Knowledge-Practice Performance Gap in Clinical Large Language Models: Systematic Review of 39 Benchmarks

Eun Jeong Gong, Chang Seok Bang, Jae Jun Lee, Gwang Ho Baik

J Med Internet Res 2025 (Dec 01); 27:e84120

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