Decision Support for Health Professionals

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Articles published in this theme: 1906 (scroll down to load remaining articles)

2026

Doctor discusses CGM data with patient managing diabetes

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Individualized Therapy Optimization for Type 2 Diabetes: Retrospective Study of Model Development, Internal Validation, and Physician Evaluation

Arina Lozhkina, Camillo Dario Piazza, Zeina Gabr, David Herzig, Lia Bally, Andre Jaun, Maurice Rupp

JMIR Form Res 2026 (Oct 09); 10:e92877

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Doctor discusses brain scan results with patient, showing neurological data and patient care icons.

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Real-World Effectiveness of AI-Enabled Clinical Decision Support in Primary Care: Systematic Review

Yash Jain, Dishan Wu, Zhong Wang

J Med Internet Res 2026 (Oct 08); 28:e98630

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Ophthalmologist examines patient's eye with magnification device

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Comparison of Two AI Chatbots for Diagnosis and Providing Treatment Suggestions in Retinopathy of Prematurity: Retrospective Study

Shaojuan Peng, Xinyu Zhao, Zhenquan Wu, Duo Yuan, Na Duan, Kaixuan Cui, Zhen Yu, Weihua Yang, Wenbin Wei, Wei Chi, Guoming Zhang

J Med Internet Res 2026 (Oct 07); 28:e86726

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Laptop displaying medical icons: clipboard, heart, stethoscope, brain, and eyes

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From Innovation to Impact: The CREATE Framework as a Blueprint for Large Language Model Adoption in Opioid Treatment Programs

Marianthi Markatou, Raktim Mukhopadhyay, Jeff Good, Yihao Tan, Arpan Dharia, Andrew H Talal, Lawrence S Brown

J Med Internet Res 2026 (Oct 07); 28:e97131

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ECG monitor displays heart rate, brain activity, and patient vitals in hospital room.

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Determinants of Adoption of a Mechanical Ventilation Dashboard in Intensive Care: Measurement Instrument for Determinants of Innovations–Based, Single-Center, Cross-Sectional Evaluation

Sarah Frederika Christina Mugge, Tobias Daniel van Leijsen, Merijn Constantijn Reuland, Annelies Visser, Frederique Paulus, Dave Anton Dongelmans

JMIR Hum Factors 2026 (Oct 07); 13:e92313

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Doctor in blue scrubs using a medical tablet in a hospital hallway

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Preoperative Prediction of Lymph Node Metastasis in Colorectal Cancer Using Routinely Collected Clinical Data: Multicenter Retrospective Machine Learning Model Development and External Validation Study

Gehui Xu, Xiaohe Sun, Jiaxin Jiang, Jin Sun, Liu Li, Haibo Cheng, Yuekun Zhu, Haiyi Liu

JMIR Cancer 2026 (Oct 07); 12:e101162

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3D lung model with tumor, doctors and patients in hospital

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Temporal Trends in Lung Cancer and Histological Subtype Incidence and Bayesian Projections to 2030 in China: Population-Based Quantitative Study

Xing Su, Jing Li, Xiaowei Hu

JMIR Public Health Surveill 2026 (Oct 06); 12:e98324

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Doctor points to glowing lungs with COVID-19 positive diagnosis on futuristic screen

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Same-Patient, Same–Time Point Evidence for Radiomics Benchmarking

Wenze Kan, Haoliang Pei, Mingxin Zhang

J Med Internet Res 2026 (Oct 06); 28:e110058

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Doctor analyzing 3D lung scan and medical data on futuristic holographic display

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Authors’ Reply: Clarifying the Comparative Interpretation and Clinical Implications of Radiomics-Based AI for Pathological Response Prediction

Ziqi Jiang, Yuan Xu, Shuyu Jia, Hongsheng Liu

J Med Internet Res 2026 (Oct 06); 28:e110607

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Woman uses AI Health Assistant on tablet for mental health support and antidepressant information.

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A Patient Simulation Framework for Risk Assessment of Conversational Health Care AI: Development and Evaluation Study

Md Tanvir Rouf Shawon, Mohammad Sabik Irbaz, Hadeel R A Elyazori, Keerti Reddy Resapu, Yili Lin, Vladimir Franzuela Cardenas, K Pierre Eklou, Farrokh Alemi, Kevin Lybarger

JMIR AI 2026 (Oct 05); 5:e100772

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Doctor and patient review brain scan showing tumor growth on computer screen

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Participatory Design of AI-Based Clinical Decision Support Systems: Scoping Review

Tabea Rambach, Patricia Gleim, Carolin Heizmann, Philipp Kellmeyer, Christophe Kunze

JMIR Med Inform 2026 (Oct 05); 14:e88368

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Doctor uses stethoscope to interact with digital healthcare icons and data visualization

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Clinician Trust and Human Factors in AI-Enabled Clinical Decision Support in Acute Care: Mixed Methods Study

Meghana Darla, Danielle Miltz, Khushboo Chandnani, Saptarshi Purkayastha, John W Diehl, Sivasubramanium V Bhavani

JMIR Hum Factors 2026 (Oct 02); 13:e95472

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Dentist's hands in gloves performing dental surgery with instruments in patient's open mouth.

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Periodontitis Risk Assessment and Prevention Planning: Comparative Study of Multimodal Large Language Models and Periodontist Evaluations

Laura Swinckels, Katharina Alves Rabelo, Eduardo L Delamare, Bruno G Loos, Pierre Lahoud, Harmen Bijwaard, Ander de Keijzer, Jinman Kim, Josef Bruers

J Med Internet Res 2026 (Oct 02); 28:e87781

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Surgeons in blue gowns and gloves use surgical instruments during an operating room procedure.

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Explainable Machine Learning Predictive Models for Surgical Site Infections: Scoping Review

Rui Sun, Yao Liu, Shuya Lu, Ermira Tartari, Gabriel Birgand, Lin Yang, Lei Zhou

J Med Internet Res 2026 (Sep 30); 28:e94617

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Doctor places EEG cap on woman's head for brainwave research

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Electroencephalography in Subjective Cognitive Decline and Mild Cognitive Impairment: Systematic Review of Biomarkers, Classification, and Prognostic Evidence

Sifei Lu, Sheng Hu, Junxuan Huang, Yehua Shi, Dee Yu, Wenting Cao, Mingzhang Yin, Jindong Ding Petersen, Binwen Huang

J Med Internet Res 2026 (Sep 30); 28:e92709

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Healthcare team discusses clinical pathway flowchart for referral.

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Codeveloping a Clinical Pathway for Recurrent Clostridioides difficile Infection With Primary Care Providers: User-Centered Design Study

Ritika Kamlesh Patel, Rose Franz, Jordan Tate, Jennifer Coppens, Matthew Do Rego, Christopher Smith, Lauretta Ovadje, Karen Wong, Lynora Saxinger, Dina Kao

Interact J Med Res 2026 (Sep 30); 15:e93032

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Doctor and patient review risk prediction data on a computer screen

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Patients’ and Physicians’ Perceptions of AI Integration in Prostate Cancer Diagnosis: Mixed Methods Study of Challenges to the Patient-Physician Relationship

Ekaterina Koshmanova, Delphine Kirkove, Bernard Voz, Nicolas Gillain, Aurélie Matagne, Louise Bruwier, David Waltregny, Benoît Pétré

J Med Internet Res 2026 (Sep 30); 28:e101751

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Doctor reviewing CT scan of lungs on computer screen in medical office

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AI Perceptions, Professional Identity, and AI-Supported Clinical Decisions Among Medical Students and Clinicians: Cross-Sectional Survey and Quasi-Randomized Vignette Study

Julia-Astrid Moldt, Teresa Festl-Wietek, Kay Nieselt, Susanne Zabel, Manfred Claassen, Samuel Wagner, Ulrike Keim, Anne Herrmann-Werner

JMIR Med Educ 2026 (Sep 30); 12:e104151

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Doctor shows medical scan on tablet to colleague in clinic

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Machine Learning to Prioritize High-Severity Patient Safety Events for Institutional Investigation: Algorithm Development and Validation Study

Hongbo Chen, Shehnaz Islam, Laura D Pozzobon, Lucas B Chartier, Eldan Cohen

JMIR Med Inform 2026 (Sep 29); 14:e101393

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Laptop screen displaying medical data: human skeleton, brain scan, and heart.

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Translating Real-World Safety and Implementation Gaps Into a Deployment-Derived AI Readiness Preimplementation Checklist for NHS Health Care Providers: Checklist Development Study