Decision Support for Health Professionals

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Articles published in this theme: 1862 (scroll down to load remaining articles)

2026

Doctor analyzes holographic medical data including CT scan and molecular structures

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AI Agents for Multimodal Oncology Diagnosis: Toward Transparent and Traceable Clinical Decision Support

Liuyang Yang, Liyu Shan, Xiangmei Yao, Renbin Zhao, Zengzheng Li, Shuai Feng, Yajie Wang

JMIR Cancer 2026 (Sep 15); 12:e103545

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Modern classroom with rows of desks, laptops, and green chairs, large windows.

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Teaching Acute Coronary Syndrome High-Risk ECG Interpretation and Clinical Decision-Making Through FOAMed Videos and Podcast Versus Print-Based Materials Among Emergency Care Providers: Randomized Controlled Mixed Methods Trial

Wiebke Turner, Klaus Fessele, Martin Fandler, Jan P Ehlers, Julia Nitsche

JMIR Med Educ 2026 (Sep 15); 12:e87587

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Locally Deployed Large Language Models for AI-Assisted Outpatient Prescription Review: Crossover Study

Zhengyue Liu, Yi Ding, Jingxia Chen, Ziqiang Yan, Xuxi Cheng, Wei Zhou, Peng Fu, Zhuo Wang

JMIR Med Inform 2026 (Sep 14); 14:e97520

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Machine Learning–Based Prediction of Culture-Confirmed Neonatal Sepsis in a Tertiary Neonatal Intensive Care Unit: Retrospective Cohort Study

Eman Badran, Oraib Al-Smadi, Loiy T Algazo, Alaa T Al Ghazo, Arwa Al Anber, Areej Sharaqa, Lena Abu-Argoub, Shatha Al Jaberi, Abdulrahman Alhanbali, Taimein Yacoub, Shahd Rihan, Hala Al-Jaberi

JMIR Med Inform 2026 (Sep 14); 14:e88732

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Evaluating Large Language Models in Clinical Audiology (AUDIOLOGYBENCH): Benchmark Development and Validation Study

Linkai Li, Changgeng Mo, Haoshuai Zhou, Hanlin Yu, Congxi Lu, Shangqiguo Wang, Varsha M Athreya, Matthew B Fitzgerald, Shan X Wang

J Med Internet Res 2026 (Sep 11); 28:e94755

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Effects of AI Assistance Timing on Pharmacists’ Trust in Automated Pill Recognition Technology: Within-Participants Experimental Study

Jin Yong Kim, Brigid Rowell, Megan Whitaker, Qiyuan Chen, Raed Al Kontar, Corey Lester, Xi Jessie Yang

JMIR Hum Factors 2026 (Sep 11); 13:e92822

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Performance of AI-Based Screening Tools for Obstructive Sleep Apnea Across Apnea-Hypopnea Index Thresholds: Systematic Review and Meta-Analysis

Yujia Lv, Lihui Zhou, Sihan Jiao, Boran Sun, Wenli Lu, Li Bu, Yuan Wang, Chenxiao Jia, Jiaying Lin, Haixia Hao

J Med Internet Res 2026 (Sep 11); 28:e92399

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Clinicians’ Attitudes and Perceptions on the Adoption of AI in Mental Health Care: Scoping Review

Carly Hudson, Thuy Linh Phan, Marcus Randall

J Med Internet Res 2026 (Sep 11); 28:e92370

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Cost-Effectiveness of Electronic Patient-Reported Outcome Measure Interventions in Cancer: Systematic Review and Parameter Extraction for Economic Modeling

Marek Atter, Peter S Hall, Kathrin Cresswell, Alistair Bullen

J Med Internet Res 2026 (Sep 11); 28:e100505

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Enhancing Patients’ Informed Consent Through AI: Systematic Review

Said Dababneh, Nicole Hébert, Laurence Meloche, Nadine Dababneh, Preslava Aleksieva, Issam Tanoubi

JMIR AI 2026 (Sep 10); 5:e93501

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Conditional Perplexity Scoring for Large Language Model−Generated Differential Diagnoses in Case Reports: Preliminary Computational Evaluation

Takanobu Hirosawa, Yukinori Harada, Ren Kawamura, Taro Shimizu

JMIR Form Res 2026 (Sep 09); 10:e98819

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Natural Language Processing Identification of Nonprescribed Fentanyl Use in Electronic Health Records: Algorithm Development and Validation Study

Joshua Trujeque, Joseph A Simonetti, Isai Ortiz, Nicholas E Ingraham, Nathan Mesfin, Jeremy Yeung, Rui Zhang, Lisa A Brenner, R Adams Dudley

J Med Internet Res 2026 (Sep 09); 28:e97485

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MRI scanner and patient table in a modern medical imaging room.

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Integrating Lymph Node Metastasis and Programmed Death-Ligand 1 Prediction in Non–Small Cell Lung Cancer From a Single PET/CT Scan: Multicenter Radiomics Study

Wen Chen, Qiufang Liu, Huiling Peng, Jianping Zhang, Zhihao Chen, Silong Hu, Shaoli Song

JMIR Med Inform 2026 (Sep 09); 14:e86835

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Doctor reviews brain MRI scans on a computer monitor, showing detailed axial views of the human brain.

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Transcranial Magnetic Stimulation for Patients with Exposure Therapy Resistant Obsessive-Compulsive Disorder (TETRO): Study Protocol for a Multicenter Randomized Controlled Trial

Tjardo S Postma, Ysbrand D van der Werf, Martijn Arns, Neeltje M Batelaan, Manou van den Berg, Judith E Bosmans, Merijn Eikelenboom, Gert-Jan Hendriks, Adriaan W Hoogendoorn, Mirjam Kampman, Désirée van Leeuwen, Iris van Oostrom, Patricia van Oppen, Alexander T Sack, Koen Schruers, Indira Tendolkar, Chris Vriend, Odile A van den Heuvel

JMIR Res Protoc 2026 (Sep 09); 15:e94288

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Doctor in white coat discusses patient's health, holding a clipboard

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Comparative Efficacy of Different AI Systems for Polyp Detection by Size During Colonoscopy: Systematic Review and Network Meta-Analysis

Ling Ba, Yaxin Qi, Xinrui Lv, Sipu Wang, Lu Yang, Yufeng Wang, Bangmao Wang, Hailong Cao, Xin Xu

J Med Internet Res 2026 (Sep 09); 28:e95841

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Nurses collaborating around a computer screen displaying data charts and graphs

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Evaluation of a Decision Mining Tool for Nursing Quality Improvement by Hospital Nurses: Theory-Guided Qualitative Study

Matthijs Berkhout, Jobbe P L Leenen, Koen Smit, Thijs van Houwelingen

JMIR Form Res 2026 (Sep 08); 10:e100274

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Elderly man resting on couch with medication and blanket.

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eHealth Approaches to Multimorbidity Management: Scoping Review of Interventions and Multidisease Strategies

Katja Bochtler, Salima Houta

Online J Public Health Inform 2026 (Sep 08); 18:e88021

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Infographic: GLP-1 therapy, habit windows, and digital support for behavior change.

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Digital Behavioral Infrastructure for Glucagon-Like Peptide-1 Pharmacotherapy: Viewpoint on Persistence, Tolerability, and Postcessation Durability

Geoff Cook

J Med Internet Res 2026 (Sep 08); 28:e104227

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Medical professionals in blue scrubs attending to a patient on an operating table

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Shared Decision-Making in the Management of Deep Partial-Thickness Burns: Development and Implementation of a Multicomponent Decision Aid

Roos F C Salemans, Robin A F Verwilligen, Sven J G Geelen, Margriet E van Baar, Regina The, Irma Visser, Karlijn F Joosten, Ymke Lucas, Annebeth Meij-de Vries, Kiran Baran, Sonja M H J Scholten-Jaegers, Cornelis H van der Vlies, Denise van Uden, National Burn Care, Education & Research group the Netherlands

J Med Internet Res 2026 (Sep 04); 28:e86789

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Doctors analyze complex data on a large digital screen, showing DNA and molecular structures.

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