Clinical Informatics

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Articles published in 2026 in this theme: 324 (scroll down to load remaining articles)

2026

Medical team monitors patient data on screen showing risk prediction

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Dynamic Prediction of Day Mortality in Patients With Trauma Using a Hybrid Neural Network Model: Model Development and Evaluation Study

Andreas Skov Millarch, Haytham Kaafarani, Ibrahim Chamseddine, Fredrik Folke, Søren Steeman Rudolph, Martin Sillesen

J Med Internet Res 2026 (Sep 16); 28:e86202

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Caregiver shows digital health data to senior woman in assisted living

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Development and Temporal External Validation of a Parsimonious, Interpretable Machine Learning Model for Predicting 6-Month Mortality in Long-Term Care Facilities: A Retrospective Cohort Study

Yun-Cheng Tsai, Yi-Lin Wu, Yung-Chen Yu, Yi-Wen Chen, Yi-Wen Chen, Yi-Ching Yang, Yu-Tai Lo

JMIR Aging 2026 (Sep 16); 9:e94567

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Doctor in hospital hallway looking at smartphone.

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Real-World Performance Measurement of Patient-Centered Clinical Decision Support Tools: Qualitative Study

Prashila Dullabh, Courtney Zott, Nicole Gauthreaux, Abigail Aronoff, Dean F Sittig

JMIR Form Res 2026 (Sep 16); 10:e90000

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OHDSI data landscape: 22 data sources, 144 institutions, 87% confidence, 11% shared codes.

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Real-World Use of Controlled Terminologies, Ontologies, and Vocabularies for Evidence Generation Across a Large International Observational Network: Challenges and Lessons Learned From a Mixed Method Study

Anna Ostropolets, Vlad Korsik, Tatsiana Skuhareuskaya, Aleh Zhuk, Maryia Khitrun, Alexander Davydov, Dmitry Dymshyts, Christian Reich, George Hripcsak, Patrick Ryan

JMIR Med Inform 2026 (Sep 15); 14:e92727

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Doctor in white coat looking at computer screen in modern office with medical imaging.

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Attitudes Toward Large Language Models in Health Care and Preferences for Their Adoption and Oversight Among Health Care Professionals: Cross-Sectional Survey

Arya Rao, Chinemerem Nwokemodo-Ihejirika, John W R Kincaid, Marharyta Krylova, Kaiz P Esmail, Dan Nguyen, Christian Rivera, Erica Koranteng, Marc D Succi

J Med Internet Res 2026 (Sep 15); 28:e87818

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Doctor in white coat with stethoscope reviews medical data on tablet.

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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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Doctor filling out medical history questionnaire with patient in yellow shirt

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Temporal Analysis of Patient-Centered Sentiment in Clinical Notes for Patients With Mental Health Conditions: Retrospective Cohort Study

AbdulRahman Morsy, Carson J Peters, Leslie Miller, Aya Zirikly

J Med Internet Res 2026 (Sep 14); 28:e96771

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Nurse analyzing medical data on computer screen in modern clinic

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Anonymization of Portuguese Clinical Notes Using Large Language Models and Quantum-Enhanced Hybrid Architectures: Comparative Evaluation Study

Samer Rahmeh, Felipe Meneguitti Dias, Ramon Alfredo Moreno, Marina De Fatima De Sa Rebelo, Daniela Herrmann, Jose Eduardo Krieger, Marco Antonio Gutierrez

J Med Internet Res 2026 (Sep 14); 28:e91513

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Laptop displaying a data import and preview interface with charts and tables

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Open-Source R Shiny Dashboard (Global Burden of Disease Analysis Suite) for Multimethod Burden of Disease Research: Development and Evaluation Study

Belal Mohamed Hamed, Mohammed Tarek Hasan, Omar Ahmed Abdelwahab, Moaz Elsayed Abouelmagd, Ramez M Odat, Yasar Sattar, Ramy Mohamed Ghazy

JMIR Med Inform 2026 (Sep 11); 14:e98718

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Association of Herpes Simplex Virus Type-1 With Dementia Outcomes: Longitudinal Retrospective Cohort Study Using Real-World Electronic Health Record Data

Muhammad Muinul Islam, Randi Foraker, Md Saber Hossain, W David Arnold, Dima Dandachi, Abu Saleh Mohammad Mosa

JMIR Form Res 2026 (Sep 11); 10:e83028

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Therapist in green blazer takes notes during a session with a client.

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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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Elderly man in hospital gown sitting on hospital bed

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Quantifying the Impact of Anonymization-Induced Clinical Data Quality Loss: Methodological Quantitative Case Study Using Primary Diagnosis Codes and Hospital Length of Stay

Gaetan Kamdje Wabo, Piotr Pawel Sokolowski, Mahboubeh Jannesari Ladani, Michael Hagmann, Thomas Ganslandt, Fabian Siegel

JMIR Med Inform 2026 (Sep 11); 14:e97661

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Elderly woman with smart insoles for gait analysis and fall prevention

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Radiographic Knee Osteoarthritis Identification Using Wearable Plantar Pressure: Secondary Cross-Sectional Analysis of Interpretable Framework Integrating Biomechanical Descriptors and the Multiscale Synergy Index

Guanyu Xin, Hongbo Yao, Jingyuan Qiao, Huilin Yao, Siyuan Li, Lu Liu, Jingyi Zhang, Ke Qin, Lin Shu

JMIR Mhealth Uhealth 2026 (Sep 11); 14:e101026

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Doctors assist a male patient in a hospital gown with an IV drip.

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Exploring Provider Perspectives on Gaps in Trauma-Informed Care Delivery Within the Acute Care Surgery Timeline at a Federally Qualified Health Center: Human-Centered Design Study

Angelica T McDaniel, Willow Frye, Neema Rashidi, Christiana D von Hippel, Marianna G Salvatori, Adrienne Greer, Manami Diaz Tsuzuki, Amanda Sammann

JMIR Perioper Med 2026 (Sep 09); 9:e81004

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

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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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Laptop screen displaying a medical record form with fields for personal information.

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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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Medical image showing a gallstone in the gallbladder with superimposed diagram of bile ducts.

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Real-Time AI-Augmented Fluoroscopic Navigation for Intraoperative Pulmonary Nodule Localization: Prospective Observational Pilot Study

Hsiang Teng, Hsu-Kai Huang, Cheng-Jung Lin, Ying-Shian Chen, Yueh-Hsun Tsai, Tsai-Wang Huang, Kuan-Hsun Lin

JMIR Form Res 2026 (Sep 09); 10:e94084

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Brain MRI scans connected by a network of glowing nodes and symbols.

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Integrating Heterogeneous Real-World Cancer Data for Semantic Interoperability in Oncology and Medical Imaging: Development and Validation of the Cancer Image Europe Hyperontology

Mirna El Ghosh, Varvara Kalokyri, Maciej Bobowicz, Melanie Sambres, Morgan Vaterkowski, Olga Giraldo, Jean Charlet, Laure Fournier, Catherine Duclos, Xavier Tannier, Gianna Tsakou, Manolis Tsiknakis, Ferdinand Dhombres, Christel Daniel

J Med Internet Res 2026 (Sep 08); 28:e85607

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Doctor reviews AI summary of patient's medical history on computer screen

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Sentence-Level Provenance for AI Medical Record Summarization in a Click-to-Inspect Interface: Formative Usability Evaluation

Andrew Parambath, Giordana Pulpo, Vince Hartman

JMIR Hum Factors 2026 (Sep 08); 13:e95644

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Doctor shows MRI scans to patient with headscarf in hospital room.

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