Decision Support for Health Professionals

Articles published in this theme: 1641 (scroll down to load remaining articles)

2026

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Artificial Intelligence, Connected Care, and Enabling Digital Health Technologies in Rare Diseases With a Focus on Lysosomal Storage Disorders: Scoping Review

Alberta MC Spreafico, Luca Neri, Kim Angel, Cinzia Maria Bellettato, Maurizio Scarpa

J Med Internet Res 2026 (Apr 02); 28:e73612

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Predictive Value of Machine Learning for Poststroke Mortality Risk: Systematic Review and Meta-Analysis

Yujie Chen, Zhujing Ou, Yiting Deng, Anling Luo, Xuzi Li, Yujia Yang, Qin Yang, Xintong Wu, Muke Zhou

J Med Internet Res 2026 (Apr 02); 28:e83821

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An Intelligent Interactive Management Platform for Rheumatoid Arthritis Care: Real-World Observational Study

Ziyun Zhang, Xinyue Zhang, Li Zhang, Mingyan Du, Lijuan Zhang, Siyu Yang, Xiaoli Cai, Shengchao Hou

JMIR Med Inform 2026 (Apr 02); 14:e90784

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Integrating Generative AI Into Patient-Centered Clinical Decision Support: Viewpoint on Research and Practice Considerations

Prashila Dullabh, Courtney Zott, Nicole Gauthreaux, Caroline Peterson, Abigail Aronoff, Kistein Monkhouse, Dean F Sittig

J Med Internet Res 2026 (Apr 01); 28:e81628

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Additional Investigations and Referrals by Primary Care Physicians in Uncertain Clinical Situations: Cross-Sectional Study Using Virtual Patient–Based Scenarios

Mathieu Lorenzo, Thierry Pelaccia, Emmanuel Triby, Yunus Can, Romain Krider, Hubert Maisonneuve, Nicolas Fernandez

JMIR Form Res 2026 (Mar 30); 10:e71717

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Development of a Decision Aid to Support Shared Decision-Making on Cannabis Use for Arthritis: Protocol for a Multiphase Study

Heba A T Aref, Yazid N Al Hamarneh, Tony K L Kiang, Elaine Yacyshyn, Cheryl A Sadowski

JMIR Res Protoc 2026 (Mar 30); 15:e76237

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Follow-Up of Low-Acuity Patients After Redirection From a Swiss Emergency Department Using an Electronic Triage Application: Protocol for a Single-Center Prospective Cohort Study

Flora Gobet, Anne-Laure Feral-Pierssens, Thomas Castelain, Ludovic Galofaro, Hugo Najberg, Vincent Ribordy, Youcef Guechi

JMIR Res Protoc 2026 (Mar 27); 15:e82195

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Impact Assessment of the Allergy Fact Checker, a Clinical Decision Support Tool for Noninvasive Beta-Lactam Antibiotic Allergy Label Delabeling: Protocol for a Multicenter Crossover Cluster-Controlled Study

Liesbeth Gilissen, Greet Van De Sijpe, Isabel Spriet, Rik Schrijvers

JMIR Res Protoc 2026 (Mar 27); 15:e86056

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Multimodal AI for Alzheimer Disease Diagnosis: Systematic Review of Datasets, Models, and Modalities

Ziwen Yu, Anthony Mulholland, Tianyan Huang, Qiang Liu

J Med Internet Res 2026 (Mar 25); 28:e85414

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Determinants of the Uptake and Frequency of Use of a Web Portal Digital Health Intervention in Patients With Type 2 Diabetes and/or Coronary Heart Disease: Secondary Analysis of a Randomized Controlled Trial

Maximilian Scholl, Claas Lendt, Sebastian Appelbaum, Bianca Biallas, Katja Brenk-Franz, Chloé Chermette, Friederike Frank, Angeli Gawlik, Lisa Giesen, Martina Heßbrügge, Lucas Küppers, Larisa Pilic, Marcus Redaèlli, Lara Schneider, Frank Vitinius, Stefan Wilm, Uwe Konerding

J Med Internet Res 2026 (Mar 25); 28:e80895

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In Silico Evaluation of Algorithm-Based Clinical Decision Support Systems Based on Care Pathway Simulation Models: Scoping Review

Michael Dorosan, Ya-Lin Chen, Yan He, Qingyuan Zhuang, Sean Shao Wei Lam

JMIR AI 2026 (Mar 24); 5:e72472

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Mathematical Prediction Models for Sentinel Node Status in Early-Stage Breast Cancer: Protocol for a Systematic Review

Justin James, Kirti Mehta, Mohammadali Ahmadipour, Tegan Ormston, Emily Schembri, Michael Law, Shomik Sengupta, Christobel Saunders

JMIR Res Protoc 2026 (Mar 23); 15:e82523

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Utility of a Smartphone-Based Clinical Decision Support System for Pressure Ulcer Management by Physicians: Randomized Crossover Pilot Study

Takahiro Ito, Takanobu Hirosawa, Arisa Hayashi, Masashi Yokose, Taro Shimizu

JMIR Form Res 2026 (Mar 23); 10:e85452

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Scaling Multimodal Agentic AI in Medical Education: Multisite Cross-Sectional Study of Simulation Effectiveness in Primary Care

Chris Jacobs, Hans Johnson, Kirsty Brownlie, Richard Joiner, Trevor Thompson

JMIR Form Res 2026 (Mar 23); 10:e88905

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Machine Learning–Based Risk Prediction for Coronary Heart Disease Complicated by Hyperhomocysteinemia: Retrospective Study

Ming-Yuan Du, Meng-Ke Lyu, Hai-long Liu, Yi-zhuo Li, Hai-feng Yan, Xiao-hui Li

JMIR Med Inform 2026 (Mar 19); 14:e80809

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Artificial Intelligence for Predicting Treatment Response in Patients With Anxiety Disorders After Cognitive Behavioral Therapy: Systematic Review and Meta-Analysis

Jiawen Liu, Junhui Wang, Zhaobin Wu, Mohamad Ibrani Shahrimin Bin Adam Assim

J Med Internet Res 2026 (Mar 18); 28:e86079

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Machine Learning Prediction of Progression to Dialysis in Patients With Polycystic Kidney Disease: Population-Based Retrospective Cohort Study

Cheng-Hao Chang, Mingchih Chen, Ming-Hsien Tsai, Yen-Chun Huang, Hung-Hsiang Liou, Ben-Chang Shia, Chingying Liang, Yu-Wei Fang

JMIR Med Inform 2026 (Mar 16); 14:e80343

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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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