Decision Support for Health Professionals

Causal Discovery in Observational Medical Research: Scoping Review

Zuting Liu, Tian Luo, Hailin Ma, Jiali Mo, Xia Yang, Zhenglong Huang, Jingkun Li, Jie Kuang

JMIR Med Inform 2026 (Mar 13); 14:e82499

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The Performance of Artificial Intelligence in Classifying Molecular Markers in Adult-Type Gliomas Using Histopathological Images: Systematic Review

Obada Almaabreh, Rukaya Al-Dafi, Aliya Tabassum, Ahmad Othman, Alaa Abd-alrazaq

J Med Internet Res 2026 (Mar 13); 28:e78377

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Facilitators of and Barriers to Implementation of a Tablet-Based Digital Health Program for Colorectal Cancer Screening in Primary Care: Qualitative Pragmatic Implementation Study

Mark Cromo, Aliza Randazzo, David P Miller Jr, Kristie L Foley, Ajay Dharod, Anna C Snavely, Elena Wright, Holly Brower, Mark Dignan

JMIR Mhealth Uhealth 2026 (Mar 13); 14:e74206

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Enhancing Predictive Accuracy of Mood Symptoms Using Wearable Devices and Machine Learning in Bipolar Disorder

P Keerthana Nair, Priyanka Renita D'Souza

JMIR Med Inform 2026 (Mar 12); 14:e92172

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Development of a Practical Nomogram for Depression Risk Stratification in Older Adults With Hypertension and Diabetes: Retrospective Analysis of Data From the China Health and Retirement Longitudinal Study

Ting Peng, Ying Zhang, Rujia Miao, Jiangang Wang

JMIR Med Inform 2026 (Mar 12); 14:e81529

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Understanding Clinicians’ Informational Needs for AI-Driven Clinical Decision Support Systems: Qualitative Interview Study

Simone Mingels, Hannah Piehl, Madeline Therrien, Ekaterina Akhmad, Anniek van Hienen, Johan van Soest, Laura Hochstenbach, Andre Dekker, Olga Damman, Rianne Fijten

JMIR Med Educ 2026 (Mar 12); 12:e85228

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AI-Based Personalized Therapy With Clinical Intelligence and Radiomics (SPOILS) for Patients With Low Back Pain: Prospective Observational Study

Purushottam Kumar, Suyash Singh, Bunil Kumar Balabantaray

JMIR AI 2026 (Mar 11); 5:e83322

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Investigating the Effect of Hospital Infection Control Informatization on Optimizing Microbiological Specimen Submission Before Antibiotic Therapy: Failure Mode and Effects Analysis

Jianxiong Wu, Weijiang Zhan, Jun Hua, Qinling Ge, Yuexian Zhu, Huixian Yu, Min Zhao, Xiaoyan Zhan, Bingwei Zhu, Tongqi Xiang, Longxi Lu, Tieying Dai

J Med Internet Res 2026 (Mar 10); 28:e78118

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Barriers and Enablers for Sustaining Nurse-Led Use of Clinical Decision Support Tools for Antibiotic Stewardship: Qualitative Study

Victoria L Tiase, Aurie D Tovar, Natalie Henning, Mariana Braga, Keelin McHugh, Lynn Xu, Haddy Bah, Alice Yuroff, Rachel Hess, Devin M Mann, David Feldstein, Elizabeth R Stevens

JMIR Nursing 2026 (Mar 10); 9:e83567

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Artificial Intelligence Models for Predicting Triage in Emergency Departments: Seven-Month Retrospective Comparative Study of Natural Language Processing, Large Language Model, and Joint Embedding Predictive Architectures

Edouard Lansiaux, Ramy Azzouz, Emmanuel Chazard, Amélie Vromant, Eric Wiel

JMIR Med Inform 2026 (Mar 10); 14:e83318

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AI-Enabled Personalization of Semaglutide Therapy in Type 2 Diabetes: Systematic Review With an Integration Framework

Ghinwa Barakat, Samer El Hajj Hassan, Hanane Akhdar, Nghia Duong-Trung, Wiam Ramadan

JMIR AI 2026 (Mar 09); 5:e86960

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Developing Clinical Decision (Support) Systems Combining the Scientific and Regulatory Perspective: European Insights on Challenges, Requirements, and Practical Guidance

Sanne E W Vrijlandt, Sanne W C M Janssen, Annemarie M C van Rossum, Niek B Achten, Rianne Oostenbrink

JMIR Med Inform 2026 (Mar 09); 14:e72809

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Leveraging Naturalistic Driving Digital Biomarkers for Early Mild Cognitive Impairment Detection: Deep Learning Strategies

Firas Al-Hindawi, Teresa Wu, Yutong Wen, Peter Serhan, Erica Forzani, Francis Tsow, Yonas E Geda

JMIR Med Inform 2026 (Mar 06); 14:e83622

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Automated Annotation of Pain Chronicity in Patients With Back Pain by Using Electronic Health Records: Retrospective Study

Simran Ajay Kanal, Jeannie Bailey, Jeffrey Lotz, Aaron Scheffler, Thomas Peterson

JMIR Form Res 2026 (Mar 05); 10:e63198

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Important Ethical, Technical, and Epidemiological Considerations in an AI Tool Production (ETEPAI): Scoping Review

Boon How Chew, Kee Yuan Ngiam

JMIR AI 2026 (Mar 05); 5:e80340

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Developing and Validating a Machine Learning Algorithm to Predict the Risk of Incident Opioid Use Disorder Among OneFlorida+ Patients: Prognostic Modeling Study

Jabed Al Faysal, Weihsuan Lo-Ciganic, Walid F Gellad, Yonghui Wu, Christopher A Harle, Khoa Nguyen, James L Huang, Gerald Cochran, Debbie L Wilson, Stephanie AS Staras, Siegfried OF Schmidt, Eric I Rosenberg, Danielle Nelson, Shunhua Yan, Gary M Reisfield, William M Greene, Courtney Kuza, Md Mahmudul Hasan

J Med Internet Res 2026 (Mar 05); 28:e79482

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App-Based Training Module on Guiding Physicians’ Prescription for Antibiotic Treatment of Gonorrhea: Cluster Randomized Controlled Trial

Ting-Ting Jiang, Xiao-Bin Zhang, Pei-Zhen Zhao, Li-Juan Fei, Hui-Min Chen, Yun-Qing Yang, Man-Hong Jia, Cheng Wang, Yun-Liang Shen, Yu-Jun Xu, Yan Han, Yue-Ping Yin, Xiang-Sheng Chen

JMIR Mhealth Uhealth 2026 (Mar 04); 14:e63736

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Patterns of AI Use in Clinical Work by Hospitalists: Survey Study

Prabhava Bagla, Jasmah Hanna, Bhargav Marthambadi, Stacey Watkins

J Med Internet Res 2026 (Mar 03); 28:e85973

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Digitally Assisted Clinical Decision-Making in Traditional Chinese Medicine: Comparative Study of 5 Large Language Models

Weiwei Liu, Shuchang Miao, Qun Ma, Yuxin Li, Yinxiang Deng, Xiaoqiu Wang, Xinwei Zhang, Nuosha Ma, Hanchi Miao, Yang Si, Qingxia Shi, Lin Zhu, Hongtao Shang, Yue Wang

JMIR Form Res 2026 (Mar 02); 10:e80167

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Evaluation of a Community-Based AI-Assisted Visual Impairment Screening Model for Performance, Operational Efficiency, Acceptability, Feasibility, and Costs: Protocol for a 2-Arm Pragmatic Randomized Controlled Trial

Yibing Chen, Kai Hui Koh, Jin Wei Clarine Ho, Samantha Min Er Yew, Jocelyn Hui Lin Goh, Elaine Lum, Yih Chung Tham

JMIR Res Protoc 2026 (Mar 02); 15:e74164

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