Clinical Informatics

Digital Infrastructure for Antimicrobial Susceptibility Testing and Surveillance: A CLSI and EUCAST-Based Model for Resource-Limited Settings

Djibril Mbarushimana, Taofeek Tope Adegboyega, Gatera Jean Damascene, Muritala Issa Bale, Buregeya Jean Damascene, Kayitesi Marie Francoise, Itangishaka Innocent, Rugamba Alexis, Rasheed Omotayo Adeyemo, Bagirinshuti Issa, Saheed Adekunle Akinola, Ahmed Adebowale Adedeji, Mushuru Evariste, Busumbigabo Albert, Mukamana Felicite, Habarurema Sylvain, Felix Habarugira, Jean Paul Sinumvayo, Rutambika Noel, Twagirumugabe Theogene, Ndoli Minega Jules, Ngarambe Christian

JMIR Form Res 2026 (Jan 21); 10:e82727

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International Case Studies to Identify Success Factors and Contextual Conditions in the Digital Transformation of Health Care Systems and Derive Lessons for Germany: Study Protocol for a Mixed Methods Study

Lena Kraft, Anna-Lena Brecher, Sophia Sgraja, Reinhard Busse, Volker Eric Amelung

JMIR Res Protoc 2026 (Jan 21); 15:e80301

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Nurses’ Expectations of a Knowledge Management System in Nursing Practice: Qualitative Study

Magdalena Vogt, Sebastian Müller, Glorianna Wagner-Jagfeld, Renate Ranegger, Sabin Zürcher, Janine Vetsch

JMIR Nursing 2026 (Jan 21); 9:e78395

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Machine Learning Prediction of Pharmacogenetic Testing Uptake Among Opioid-Prescribed Patients Using Electronic Health Records: Retrospective Cohort Study

Mohammad Yaseliani, Je-Won Hong, Jiang Bian, Larisa Cavallari, Julio D Duarte, Danielle Nelson, Wei-Hsuan Lo-Ciganic, Khoa Anh Nguyen, Md Mahmudul Hasan

JMIR Med Inform 2026 (Jan 21); 14:e81048

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Development of Quality Indicators for the Correct Use of Electronic Medical Records in Primary Care: Modified Delphi Study

Rico Paridaens, Steve Van den Bulck, Michel De Jonghe, Benjamin Fauquert, Liesbeth Meel, Willem Raat, Bert Vaes

JMIR Med Inform 2026 (Jan 19); 14:e80057

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Treatment Recommendations for Clinical Deterioration on the Wards: Development and Validation of Machine Learning Models

Eric Pulick, Kyle A Carey, Tonela Qyli, Madeline K Oguss, Jamila K Picart, Leena Penumalee, Lily K Nezirova, Sean T Tully, Emily R Gilbert, Nirav S Shah, Urmila Ravichandran, Majid Afshar, Dana P Edelson, Yonatan Mintz, Matthew M Churpek

JMIR AI 2026 (Jan 16); 5:e81642

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The Diagnostic Value of Image-Based Machine Learning for Osteoporosis: Systematic Review and Meta-Analysis

Rui Zhao, Haolin Yang, Yangbo Li, Xiaoyun Li, Zhijie Yang, Yanping Lin, Jiachun Huang, Lei Wan, Hongxing Huang

J Med Internet Res 2026 (Jan 16); 28:e75965

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AI-Driven Objective Structured Clinical Examination Generation in Digital Health Education: Comparative Analysis of Three GPT-4o Configurations

Zineb Zouakia, Emmanuel Logak, Alan Szymczak, Jean-Philippe Jais, Anita Burgun, Rosy Tsopra

JMIR Med Educ 2026 (Jan 15); 12:e82116

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Assessment of the Diagnostic Performance and Clinical Impact of AI in Hepatic Steatosis: Systematic Review and Meta-Analysis

Jiamei Song, Dan Liu, Jitong Li, Haoru Cong, Ruixue Deng, Yihan Lu, Jiayi Sun, Jingzhou Zhang

J Med Internet Res 2026 (Jan 13); 28:e78310

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Exploring Factors Associated With the Stalled Implementation of a Ground-Up Electronic Health Record System in South Africa: Qualitative Insights From the E-Tick Case Study Using the Consolidated Framework for Implementation Research (CFIR)

Campion Zharima, Frances Griffiths, Jane Goudge

JMIR Med Inform 2026 (Jan 12); 14:e73831

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Technologies, Clinical Applications, and Implementation Barriers of Digital Twins in Precision Cardiology: Systematic Review

Fatemeh Sarani Rad, Ehsan Bitaraf, Maryam Jafarpour, Juan Li

JMIR Cardio 2026 (Jan 08); 10:e78499

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Explainable Multitask Burnout Prediction Using Adaptive Deep Learning (EMBRACE) for Resident Physicians: Algorithm Development and Validation Study

Saima Alam, Mohammad Arif Ul Alam

JMIR AI 2026 (Jan 08); 5:e57025

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Linking Patient-Reported and Clinician-Assessed Wound Status via Chatbot-Based Digital Surveillance for Wound Infection: Retrospective Observational Study

Yung-Cheng Su, Yu-Hsien Lin, Ming-Yuan Huang

JMIR Form Res 2026 (Jan 08); 10:e77685

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Deep Learning for Dynamic Prognostic Prediction in Minimally Invasive Surgery for Intracerebral Hemorrhage: Model Development and Validation Study

Jingxuan Wang, Jian Shi, Qing Ye, Danyang Chen, Yuhao Sun, Chao Pan, Yingxin Tang, Ping Zhang, Zhouping Tang

JMIR Med Inform 2026 (Jan 07); 14:e86327

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Quality of Cancer-Related Clinical Coding in Primary Care in North Central London: Mixed Methods Quality Improvement Project

Afsana Bhuiya, Graham Roberts, Katie Tucker, Stefanie Bonfield, Georgia Black

J Med Internet Res 2026 (Jan 07); 28:e73205

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Development and Validation of a Generative Artificial Intelligence-Based Pipeline for Automated Clinical Data Extraction From Electronic Health Records: Technical Implementation Study

Marvin N Carlisle, William A Pace, Andrew W Liu, Robert Krumm, Janet E Cowan, Peter R Carroll, Matthew R Cooperberg, Anobel Y Odisho

JMIR Bioinform Biotech 2026 (Jan 06); 7:e70708

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Self-Management Combined With Digital Health Interventions to Improve Dietary Behavior, Exercise Behavior, Stress Management Behavior, and Blood Pressure Among Thais With Uncontrolled Hypertension: Protocol for an Explanatory Sequential Study

Saowaluck Sukpattanasrikul, Naruemol Singha-Dong, Yajai Sitthimongkol

JMIR Res Protoc 2026 (Jan 02); 15:e81148

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Multimodal Transformer–Based Electrocardiogram Analysis for Cardiovascular Comorbidity Detection: Model Development and Validation Study

Zi Yang, Xiaojuan Wang, Jianlin Wang, Qi Guang, Xueqian Ding, Hao Liu, Yunpeng Xu, Jing Zhao, Ming Bai

JMIR Form Res 2026 (Jan 02); 10:e80815

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Large Language Model–Based Virtual Patient Systems for History-Taking in Medical Education: Comprehensive Systematic Review

Dongliang Li, Syaheerah Lebai Lutfi

JMIR Med Inform 2026 (Jan 02); 14:e79039

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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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