Decision Support for Health Professionals

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Articles published in 2026 in this theme: 347 (scroll down to load remaining articles)

2026

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 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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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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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

Adesina Adesuyi, Sid Singh, Vinod Patel, Ponnusamy Saravanan

JMIR AI 2026 (Sep 28); 5:e93900

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Nurse in blue scrubs using a tablet with a stethoscope around her neck.

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Electronic Health Record Workflows in Acute Care Surgery: Ethnographic Study

Alex H Lee, Devesh Narayanan, Kristan Staudenmayer, Aussama K Nassar, Syed Morad Hameed

JMIR Med Inform 2026 (Sep 28); 14:e89846

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Two nurses in blue scrubs reviewing patient data on a tablet and computer.

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Cloud-Based and Locally Deployed Language Models in Nursing and Health Care: An AI Act–Aligned Framework

Elena Sblendorio, Vincenzo Dentamaro, Maddalena De Maria, Salvatore Tempesta, Elena Barile, Daniele Napolitano, Martina Tallini, Daniela Nigrelli, Giancarlo Cicolini, Michela Piredda

JMIR Med Inform 2026 (Sep 25); 14:e90854

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Child using a tablet to learn, with colorful graphs on screen.

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Factors Associated With Professionals’ Context-Specific Trust in AI-Based Screening for Autism Spectrum Disorder: Cross-Sectional Survey Study

Yoshimasa Ohmoto, Kazunori Terada, Ryoichiro Iwanaga, Hirokazu Kumazaki

JMIR Form Res 2026 (Sep 25); 10:e98367

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Nurse reviewing patient data on laptop in a medical office.

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Acceptance of Machine Learning for Medication Selection in Epilepsy to Inform Clinical Trial Design: Co-Design Survey Study

Sandra Reeder, Fiona Waugh, Shobi Sivathamboo, Emma C Foster, Daniel Thom, Zhibin Chen, Patrick Kwan, Natasha A Lannin, Madeleine J Smith

JMIR AI 2026 (Sep 25); 5:e85047

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AI brain circuit board with glowing neon lines on a starry background

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AI in Neurological Health Care: Qualitative Study of Patient and Public Perceptions

Tina Bedenik, Orna Fennelly, Kathleen Bennett

J Med Internet Res 2026 (Sep 24); 28:e87806

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Nurse takes blood glucose reading from patient with Accu-Chek device and tablet display

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Effects of a Digital Decision Support System on Diabetes Management in a Real-World Home Care Setting: Prospective Quasi-Experimental Feasibility and Implementation Study

Katharina Maria Lichtenegger, Lara Scholle-Winkler, Julia Kopanz, Angela Libiseller, Klaus Donsa, Felix Aberer, Thomas Rudolf Pieber, Julia Katharina Mader

JMIR Nursing 2026 (Sep 24); 9:e89687

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