Decision Support for Health Professionals

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Articles published in 2026 in this theme: 260 (scroll down to load remaining articles)

2026

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Health System- and Payer-Level Decision-Making Processes Influencing the Adoption and Sustainability of Patient-Facing Digital Health Tools: Qualitative Study

Mallory Herzog, Linda S Park, Andrew Quanbeck

J Med Internet Res 2026 (Aug 14); 28:e97536

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Predicting Critical Outcomes in Suspected Cardiopulmonary Emergencies Using Dispatch Narratives: Temporal Validation Study

Zhe Li, Chunting Luo, Lei Shi, Siqi Huang, Jianmin Qin, Min Yao, Sanshan Zhu, Zhengzhuang Huang, Yinghua Nong, Guozheng Qiu, Liwen Lyu

J Med Internet Res 2026 (Aug 14); 28:e97672

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Cross-Silo Federated Learning for Predicting Successful Mechanical Ventilation Weaning Across 5 Intensive Care Unit Databases: Retrospective Database Analysis

Seyedmostafa Sheikhalishahi, Mathias Kaspar, Johanna Schwinn, Matthaeus Morhart, Philipp Simon, Ludwig Christian Hinske

JMIR Med Inform 2026 (Aug 14); 14:e79713

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Dynamic Lactate-to-Albumin Ratio Trajectories and Outcomes in Sepsis-Associated Acute Kidney Injury: Evidence From MIMIC-IV and a Multicenter Chinese Cohort

Fei Li, Xiaoxia Guo, Yunhao Li, Jin Zhang, Jingyi Wang, Pengchao Tian, Xi Zheng, Lifeng Huang, Yue Zheng, Wenxiong Li, Na Cui

JMIR Med Inform 2026 (Aug 14); 14:e92838

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Radiomics-Based AI for Predicting Neoadjuvant Immunochemotherapy Pathological Response in Non–Small Cell Lung Cancer: Systematic Review and Meta-Analysis

Ziqi Jiang, Yuan Xu, Shuyu Jia, Hongsheng Liu

J Med Internet Res 2026 (Aug 14); 28:e93892

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Large Language Models for Mental Health Prediction: Scoping Review of Bias and Clinical Utility Documentation in 2019-2024

Clémentine Bleuze, Karën Fort, Vincent P Martin, Aurélie Névéol

JMIR AI 2026 (Aug 13); 5:e88082

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The Emotional Burden and Behavioral Impacts of Alarms and Alerts Across the Spectrum of Diabetes Technology Use: a Cross-Sectional Study

Estelle Everett, Erin Shaw, Bryan Escobar Barrios, Beatrice Brumley, Kyrstin Lane, Tannaz Moin, Lauren E Wisk

JMIR Diabetes 2026 (Aug 13); 11:e97122

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A Machine Learning–Based Model to Predict Overactive Bladder Risk Among US Women: Evidence From the National Health and Nutrition Examination Survey 2011-2018

Guoqiang Huang, Shuangquan Lin

JMIR Med Inform 2026 (Aug 12); 14:e80133

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Critical Care–Specific vs General-Purpose Large Language Models in Emergency Intensive Care Unit Diagnosis: Single-Center Retrospective Paired Comparative Study

Lihong Zheng, Xiaolu Liu, Zeyu Lin, Zhao Fan, Zhong He, Junjie Xu, Lu Yin

J Med Internet Res 2026 (Aug 11); 28:e98026

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Promoting Stigma-Free Language in Type 2 Diabetes Care Among Primary Care Clinicians: Randomized Controlled Pilot Trial

Kevin L Joiner, Alexandra Agapiou, Alicia Carmichael, Brandon P Labbree, Donna Walter, Houda Tarraf, Medha Raju, Boluwatife Dogari, Nao Hagiwara, Sophia Lin, Richard Gonzalez

JMIR Diabetes 2026 (Aug 11); 11:e95805

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Prioritizing Equity in Design and Implementation of Consumer-Facing Digital Resources to Support Engagement and Shared Decision-Making

Jenna Smith, Julie Ayre, Carissa Bonner, Danielle Muscat, Heather L Shepherd, Eva Hussain, Marguerite Tracy, Kristie R Weir, Kathleen McFadden, Kirsten J McCaffery, Jolyn Hersch, Husna Amani

J Med Internet Res 2026 (Aug 11); 28:e92842

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Automated Features, Algorithms, and Technologies of Electronic Early Warning/Track-and-Trigger Systems: Systematic Review

Sharareh Rostam Niakan Kalhori, Mostafa Haghi, Masresha Derese Tegegne, Viktor MG Sobotta, Paulo Haas, Nagarajan Ganapathy, Thomas M Deserno

J Med Internet Res 2026 (Aug 10); 28:e58233

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Toward Drift-Aware Multimodal Early Warning for Acute Exacerbations of Chronic Obstructive Pulmonary Disease

Haoran Li, Shuaihua Fan, Xiaojuan Li, Nina Liu, Huaiqing Qi, Jun Guo

JMIR Med Inform 2026 (Aug 10); 14:e98345

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Measuring Depression Severity With Clinical Global Impression–Severity Scale Scores From Clinical Notes Using Large Language Models: Validation Study

Kevin Li, Ayah Zirikly, Sarah C Collica, Fernando S Goes, Congwen Zhao, Trang Nguyen, Jane P Gagliardi, Benjamin A Goldstein, Hwanhee Hong, Elizabeth A Stuart, Peter P Zandi

JMIR Form Res 2026 (Aug 10); 10:e86906

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Human-AI Interaction With AI-Assisted Tumor Overlays in Pediatric Whole-Body Magnetic Resonance Imaging: Exploratory Reader Study

Abhishek Moturu, Olurotimi Komolafe, Sayali Joshi, Andrea S Doria, Anna Goldenberg

JMIR Hum Factors 2026 (Aug 07); 13:e81066

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Prediction of Clinically Meaningful Improvement After Internet-Delivered Cognitive Behavioral Therapy for Depression and Anxiety Disorders: Machine Learning–Based Predictive Model Development and Temporal Validation Study

Olly Kravchenko, Matthew Halvorsen, Julia Bäckman, Viktor Kaldo, James J Crowley, Ralf Kuja-Halkola, Christian Rück, John Wallert

J Med Internet Res 2026 (Aug 07); 28:e100162

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Conversational Large Language Models for Vestibular Diagnosis in Outpatient Clinics: Prospective Multicenter Diagnostic Accuracy Study

Chongkai Lu, Ruiqi Zhang, Huaili Jiang, Yanping Yu, Sulin Zhang, Qin Lin, Peixia Wu, Huawei Li

J Med Internet Res 2026 (Aug 07); 28:e100442

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Should I and Can I Use AI for Forensic Psychiatry Report Writing?

Alexandre Hudon

JMIR Ment Health 2026 (Aug 07); 13:e99749

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Real-World Implementation and Evaluation of a Digitally Enabled Care Pathway to Improve Depression Management in Primary Care: Controlled Pre-Post Analysis of the Pathway Platform

Rasha Khatib, Christopher Blair, Maggie McCue, Ben Fehnert, James King, Lara Zaki, Lambros Chrones, Anit Roy, Michael L Martin, Ramona Donovan, Marybeth Ingle, Iridian Guzman, David E Kemp

JMIR Form Res 2026 (Aug 06); 10:e93024

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AI-Based Phenotyping of Atrial Fibrillation Through Generative Topographic Mapping: Prospective Murcia Atrial Fibrillation Project III Cohort Study

Eva Soler Espejo, Yang Chen, María Pilar Ramos-Bratos, Sandra Ortega-Martorell, Iván Olier, José Miguel Rivera-Caravaca, Francisco Marín, Vanessa Roldán, Gregory Y.H. Lip

J Med Internet Res 2026 (Aug 06); 28:e90502

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