Clinical Information and Decision Making

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Articles published in 2026 in this theme: 513 (scroll down to load remaining articles)

2026

Doctor's hands on keyboard with computer screen showing cartoon character

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Real-Time Medical Record Quality Control System (MRQCS): Development and Retrospective Longitudinal Observational Study

Shengrong Zhu, Honglin Shao, Chen Zhang, Wei Li, Xinye Xu, Yipei Wang, Hong Ji

JMIR Med Inform 2026 (Oct 27); 14:e97456

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Clinical Readiness of Vital Sign–Based Sepsis Prediction

Li Li, Song Lei, Chansokhon Ngan

JMIR Med Inform 2026 (Oct 27); 14:e111475

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Doctor in white coat using a tablet, with stethoscope around neck.

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Beyond Time Saved: A Framework for Comprehensive Evaluation of AI Clinical Documentation

Ekstrom Victoria Sze Min

JMIR Med Inform 2026 (Oct 27); 14:e86091

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Nurse in white coat talks with senior man, digital network overlay

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AI-Mediated Relational Competence in Medical Education: Construct Rationale and Curriculum Maturity Framework

Robert J McGrath

JMIR Med Educ 2026 (Oct 27); 12:e105459

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Dermatologist examines mole on woman's neck with dermatoscope

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Deep Learning–Based Classification of Melanoma Using Dermoscopic Images: Comparative Evaluation of Convolutional Neural Network and DenseNet Models

Harshal Sanghvi, Argyrios Agritis, Isabella Alvarez, Mitsu Patel, Shuwen Wang, Riki Patel, Raphael Banoub, Timonthy Makkar

JMIR Dermatol 2026 (Oct 27); 9:e104086

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Doctor discusses patient care and medical advice with a patient during a consultation.

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Geo-Analytic Decision Support for Federal Behavioral Health Prioritization Among American Indian and Alaska Native Populations: Exploratory Study

David M Paschane, Michael Ontiveros, John E Snyder

JMIR Public Health Surveill 2026 (Oct 26); 12:e87265

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Doctors reviewing lung x-ray with highlighted area indicating potential issue.

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Differential Diagnosis of Early-Stage Pulmonary Sarcoidosis With Normal Serum Angiotensin-Converting Enzyme Activity Using Peripheral Blood Indicators: Machine Learning Models Development and Validation

Lixiuyun Wang, Shuqi Wang, Jun Ma, Yafei Tang, Guoqiang Yang, Jin Huang, Qiuhong Li, Yonghong Feng

JMIR Med Inform 2026 (Oct 26); 14:e86639

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Doctor using a tablet for medical diagnosis, with AI healthcare technology.

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Early Prediction and Prognosis in Acute Kidney Injury Using a Biomarker-Aware Transformer: Retrospective Multicenter Study

Zijian Xu, Deyi Li, Qi Xu, Alan SL Yu, Elizabeth A Chrischilles, Lindsay G Cowell, Kathleen M McTigue, Raghavan Murugan, Dana Y Fuhrman, Mei Liu

JMIR Med Inform 2026 (Oct 26); 14:e90687

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Doctor and patient discussing health during a medical consultation

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Generative Large Language Models for Psychiatric Concept Detection in Spanish-Language Electronic Health Records: Development and Evaluation Study

Clara Frydman-Gani, Alejandro Arias, Maria Perez-Vallejo, John Daniel Londoño Martínez, Johanna Valencia-Echeverry, Mauricio Castano Ramírez, Alex A T Bui, Nelson B Freimer, Carlos Lopez-Jaramillo, Loes M Olde Loohuis

J Med Internet Res 2026 (Oct 26); 28:e93328

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Doctor in scrubs touches futuristic medical display showing ECG, brain, and DNA

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Deriving a Deployment Threshold for Benefit and Harm in Clinical AI: Multi-Institutional Decision-Analytic Modeling Study

Yngve Mikkelsen

JMIR AI 2026 (Oct 23); 5:e109863

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Elderly woman with cane looking out a window

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Electrocardiogram Embeddings Beyond Chronological Age for Prediagnostic Cognitive Impairment and Dementia: Development and External Validation Study

Yujeong Kim, Dong Won Kim, Yu Rang Park, Woo Jung Kim, Jaewoong Kim, Yujee Chang, Heeyeon Kwon, Dukyong Yoon

J Med Internet Res 2026 (Oct 23); 28:e108392

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Diverse team collaborating on data analysis at a desk with charts on screen.

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Explainable Machine Learning for Predicting Major Adverse Renal and Cardiovascular Events in Acute Myocardial Infarction With Chronic Kidney Disease: Algorithm Development and Validation

Wang Feng, Ruihao Jiang, Wendi Huang, Chuanpeng Wang, Zhuoquan Wang, Jingwen Chang, Jinguo Cheng, Nianshao Chen, Xi Liu

JMIR Med Inform 2026 (Oct 23); 14:e96654

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Elderly woman in wheelchair clutching chest in pain

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Temporal Patterns of Multimorbidity Progression Among Inpatients With a Recorded Hypertension Diagnosis Across Three Counties in Rural Henan, China: Retrospective Cohort Study Using Temporal Network Analysis

Ruihua Feng, Yanna Mao, Xi Wang, Rongmei Liu, Manman Cui, Yifei Wang

JMIR Public Health Surveill 2026 (Oct 23); 12:e93217

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Woman with scarf and tissue coughing on couch, signs of illness

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Screening for Cough Variant Asthma Using the TabPFN Model on Routine Laboratory Data in a Multicenter Cohort: Prospective Validation Study

Li-jie Yang, Shi-ning Wang, Xiu Shi, Ni-shan Deng, Miao-juan Zhu, Yun-fan Wang, Han-xiang Nie

JMIR Med Inform 2026 (Oct 23); 14:e92211

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Tablet screen displays "Medication" with icons of pills and bottles.

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Safety and Performance Evaluation of a Clinical Decision Support System for Imatinib Therapeutic Drug Monitoring: In Silico Study

Yuan James Pétermann, Roberto Rigamonti, Paul Thoueille, Junrui Chen, Lavinia Alberi, Alexandra Simon, François Veuve, Eva Choong, Bruno Da Rocha Carvalho, Sandro Carrara, François R Girardin, Thierry Buclin, Chantal Csajka, Yann Thoma, Monia Guidi

JMIR Med Inform 2026 (Oct 21); 14:e93304

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Doctor adjusting EEG cap on patient while brain scan analysis displays on screen

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AI-Based Delirium Risk Prediction Compared With the Validated 4AT-Score Screening Tool in Patients With Trauma: Prospective Cohort Study

Klaus Franceschini, Marisa Valentini, Andreas Leithner, Diether Kramer, Stefanie Jauk, Lena Delia Lorenzer, Karin Hasiba-Seebacher, Stefan Sumerauer, Viktoria Christin Godschachner, Magdalena Hellauer, Gerald Sendlhofer

JMIR Form Res 2026 (Oct 21); 10:e104907

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Detection of Pathological Voice Samples Using a Text-to-Speech–Inspired Approach With Multiple Model Architectures: Method Development and Comparative Evaluation Study

René Hosch, Marie Sophie Walter, Muhittin Demir, Mattias Heinrich, Felix Nensa, Stephan Lang, Nadia Sadok

J Med Internet Res 2026 (Oct 19); 28:e94285

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Nurse showing tablet with AI in healthcare icons: triage, risk prediction, patient outcomes.

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Technological Integration in Triage With AI and Machine Learning Compared With Conventional Triage and Narrative Synthesis of Telehealth for Patient Prioritization in Emergency and Acute Care Settings: Systematic Review and Meta-Analysis

Faii O M Ashour, Waqas Sami, Intima Alrimawi, Moattar Raza Rizvi, Majeda M El-Banna

J Med Internet Res 2026 (Oct 19); 28:e93931

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Radiologist operating CT scanner with patient lying inside

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Psychosocial Distress and Radiation Treatment Interruptions in Patients With Cancer Using Machine Learning and Regression: Retrospective Cohort Study

Soheil Hashtarkhani, Christopher L Brett, Fekede Asefa Kumsa, Rezaur Rashid, Parnian Kheirkhah Rahimabad, Saba Kheirinejad, Robert L Davis, David L Schwartz, Arash Shaban-Nejad

JMIR Cancer 2026 (Oct 19); 12:e92899

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Nurse explains patient chart data on computer screen to elderly woman.

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AI-Based Clinical Decision Support Systems in Primary Care: Systematic Review of Clinical Implementation

Florian Naye, Steven Ouellet, Farzaneh Yousefi, Chloé Cachinho, Frédéric Bergeron, Onil Bhattacharyya, Vess Stamenova, Maxime Sasseville

J Med Internet Res 2026 (Oct 19); 28:e96882

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