Decision Support for Health Professionals

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Articles published in 2026 in this theme: 291 (scroll down to load remaining articles)

2026

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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Diagnostic Performance of Machine Learning for Systemic Lupus Erythematosus: Systematic Review and Meta-Analysis

Bingduo Wang, Zichao Wang, Yang Liu, Fangfang Ge

J Med Internet Res 2026 (Sep 04); 28:e90209

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Woman using smartphone while preparing fresh vegetables for healthy eating.

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Toward Robust AI-Assisted Dietary Assessment for Diabetes Self-Management: Quantifying and Decomposing Large Language Model Prediction Variability From Meal Images

Zhaohua Wang, Daniel Lane, Kayo Waki

JMIR Diabetes 2026 (Sep 04); 11:e102715

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Doctor analyzing liver function data on futuristic holographic display

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Large Language Models for Heterogeneous Data Mining in Liver Disease: Framework Development and Retrospective Validation Study

Haiping Zhang, Xinming Li, Kechi Fang, Yinxue Ma, Lijuan Li, Huiping Yan, Yanmin Liu, Yanhua Yu, Jing Wang

J Med Internet Res 2026 (Sep 04); 28:e92921

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Doctor discusses patient's health with a senior woman in a medical office, taking notes.

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Patient-Centered Clinical Decision Support for Recommended Screenings in French Primary Care: Protocol for a Multicenter Mixed Methods Feasibility Study

Pierre-Yves Meunier, Laurent Magaud, Romain Varnier, Emmie Goetz, Melinda Bekaddour, Ludivine Albert, Inès Khati, Ilhem Bensekka, Julie Haesebaert, Denis Maillet, Julien Péron, Laurent Letrilliart

JMIR Res Protoc 2026 (Sep 03); 15:e89922

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Close-up of a person's finger with a drop of blood being tested for glucose levels with a glucometer.

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Markov Decision Process–Based Personalized Follow-Up Planning for Type 2 Diabetes: Retrospective Cohort Study

Silei Chen, Tianyi Liu, Zhonghua Sun, Jian Jia, Dong Hang, Wenhong Zhang

JMIR Med Inform 2026 (Sep 02); 14:e88206

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Asian healthcare professional in blue scrubs touches a glowing medical icon.

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Health Care Professionals’ Perceptions of AI in Clinical Practice: Productivity, Enjoyment, and Pay

Michael L Chen, Jiyeong Kim, Mariana Ramirez Posada, David Entwistle, Isabella de Vere Hunt, Yifan Li, Xue Li, Nathanael J Fast, Fatima Rodriquez, Albert Chiou, Euan Ashley, Eleni Linos

JMIR Form Res 2026 (Sep 02); 10:e90100

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Professional woman in glasses uses tablet with digital network overlay

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Clinician Perceptions of AI in Care: Cross-Sectional Survey

Callum Stephenson, Jazmin Eadie, Mohsen Omrani, Nazanin Alavi

JMIR Form Res 2026 (Sep 02); 10:e95296

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Doctor typing on laptop, symbolizing healthcare technology and patient care

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Generative Large Language Models in Mental Health Care Settings: Systematic Review and Meta-Analysis

Janni Leung, Benjamin Johnson, Kelsey McRae, Stephanie Fong, Paula Cardona Gonzalez, Caitlin McClure-Thomas, Tianze Sun, Naomi Kern, Yuen Ming Wong, Richard Liu, Gary Chung Kai Chan

JMIR AI 2026 (Aug 31); 5:e87730

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Medical team performs echocardiogram on patient to view heart

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Operationalizing AI-Enabled Cardiovascular Biomarkers: A Clinician-Centered Framework for Validation, Governance, and Workflow Integration

Dabeluchi Chiedozie Ngwu

JMIR Cardio 2026 (Aug 28); 10:e103401

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Two researchers analyze a brain scan and code on a tablet, discussing AI.

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Data Availability for Critical Appraisal Tools for Evaluating Artificial Intelligence in Clinical Studies: Dataset for a Scoping Review

Juan Bautista Cabello López, Vicente Ruiz García, Miguel Torralba, Miguel Maldonado Fernandez, Marimar Úbeda-Carrillo, Eukene Ansuategi, Luis Ramos-Ruperto, José Ignacio Emparanza, Iratxe Urreta-Barallobre, María-Teresa Iglesias Gaspar, José Ignacio Pijoan Zubizarreta, Amanda J Burls

JMIR Data 2026 (Aug 28); 7:e85688

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Physical therapist assists elderly woman in wheelchair with dumbbell exercise

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Comparative Effectiveness of Noninvasive Brain-Computer Interface–Based Interventions for Upper Limb Rehabilitation in Poststroke Hemiplegia: Systematic Review and Network Meta-Analysis of Randomized Controlled Trials

Jiabin Xu, Yitian Gao, Siqi Xie, Weikang Jiang, Huiqing Zhang, Lin Qiu, Mengxue Jiang, Lanshu Zhou

J Med Internet Res 2026 (Aug 28); 28:e92940

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Pharmacist in white coat reviews medication on computer screen in pharmacy

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Effectiveness of the Prospective Prescription Review System in Reducing Irrational Prescriptions at a Tertiary Specialty Hospital: Retrospective Cohort Study

Fengmin Tang, Min Zhang, Jianwen Shen, Jingchao Yan, Taomin Huang

JMIR Form Res 2026 (Aug 27); 10:e87017

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AI Models for Suicide Risk Prediction in Adult Patients Receiving Mental Health Care Using Real-World Data: Retrospective Population-Based Study

Cleofé Peña-Gómez, Marc Fradera, Xavier Sánchez Corrales, Marc Caravaca-Rodriguez, Juan-Francisco Martínez-Cerdá, Joan Albert Escofet, David Roche, Eneko Barbería, Caridad Pontes, Jesús Giraldo, Diego Palao

JMIR AI 2026 (Aug 26); 5:e85085

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Young woman with curly hair and glasses looking at her smartphone outdoors

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AI-Based Approaches to Refugee Mental Health Care: Systematic Integrative Review

Hun Kang, Subin Park, Jooyoung Kim, Ocksim Kim, Hokon Kim, JiYeon Choi, Sang Hui Chu

J Med Internet Res 2026 (Aug 26); 28:e101857

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Robot and human hand examining data charts with magnifying glass

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Improvement of Clinical Practice Guideline Appraisal by Human Experts and AI Agents by Using Structured Guidance: Systematic Review, Meta-Analysis, and Validation Study

Xingrun Mao, Junhao Wang, Zezhang Wang, Yuwei Zhang, Shiyu Qiu, Jingyu Ye, Shiyan He, Chongyang Wang, Yong Xia, Chengqi He, Ke Li, Siyi Zhu

J Med Internet Res 2026 (Aug 26); 28:e96002

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AI analyzes medical data scenarios: report findings, history, complaints, and lab data.

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Incremental Diagnostic Value of Clinical Information for Large Language Models Across Multiple Organs: Retrospective Study

Jinqi Zhang, Xiaoyi Wang, Yanfeng Zhao, Xiaolin Cui, Liyun Zhao, Xinming Zhao, Hongmei Zhang, Zheng Zhu

J Med Internet Res 2026 (Aug 26); 28:e94904

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Pregnant woman uses CURA app on phone for pregnancy tracking

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Machine Learning–Based First-Trimester Antenatal Risk Prediction for Adverse Maternal and Neonatal Outcomes: Multicenter Model Development Study

Sarah Li, David Y Y Tan, Jingxian Zhang, Aniza P Mahyuddin, Harshaana Ramlal, Sebastian E Illanes, Max Monckeberg, Alejandra F Plaza, Maria L Paz Morgan, Matthew W Kemp, Kee Yuan Ngiam, Peter Lindgren, Marius Kublickas, Karolina Kublickiene, Ruifen Weng, Sidney Yee, Mahesh Choolani

J Med Internet Res 2026 (Aug 26); 28:e88450

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Doctor filling out medical history questionnaire with patient

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GPT-4o–Powered Preanesthetic AI: Development and Validation Study

Bo-Han Lin, Cheng-Wei Lu, I-Ching Hou, Chong-Sun Khoi, Tzu-Yu Lin, Chin-E Liu

JMIR Med Inform 2026 (Aug 25); 14:e83893

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Scientists in lab coats collaborate around a tablet in a modern laboratory.

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Validation of Wound Assessment Instruments Across Brazilian Clinical Contexts: Protocol for a Scoping Review

Clarissa Albuquerque Vaz Nunes, Emerson Roberto dos Santos, João Daniel de Souza Menezes, Matheus Querino da Silva, Leonila Santos de Almeida Sasso, Ana Maria Rita Pedroso Vilela Torres de Carvalho Engel, Giovana Viecili Rossi, Camila Bortoluci de Lima, Janaína Aparecida de Sales Floriano, Pedro Carlos Cagnazzo, Rauer Ferreira Franco, Alana Clara Santos Rocha, Valéria Albuquerque Vaz Rodrigues, Estella Alvarez Vieira Finoto, Cléa Dometilde Soares Rodrigues, Paula Buck de Oliveira Ruiz, Marli de Carvalho Jericó, Fabiana de Souza Orlandi, Maysa Alahmar Bianchin, Luís Cesar Fava Spessoto, Antônio Hélio Oliani, Denise Cristina Móz Vaz Oliani, Izaura dos Santos Ramos, Júlio César André, Nádia Antônia Aparecida Poletti

JMIR Res Protoc 2026 (Aug 24); 15:e99483

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