Clinical Information and Decision Making

Articles published in this theme: 2203 (scroll down to load remaining articles)

2026

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Explainable and Interpretable AI for Voice and Speech Analysis in Clinical Care: Systematic Review

Mohamed Ebraheem, Jamie Toghranegar, John Michael Templeton, Yael Bensoussan, Bridge2AI-Voice Consortium

J Med Internet Res 2026 (Jun 24); 28:e83790

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Enhancing Physician Resilience to Generative AI: Multilevel Framework for Shared Authority, Verification, and Skill Preservation

Hongxia Pan, Jialin Liu, Siru Liu

J Med Internet Res 2026 (Jun 24); 28:e88058

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An Explainable AI Framework for Continuous Monitoring, Risk Stratification, and Clinical Decision Support in Primary Biliary Cholangitis: Protocol for a Multiphase Development and Validation Study

Basile Njei, Ulrick Sidney Kanmounye

JMIR Res Protoc 2026 (Jun 24); 15:e89279

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Participatory Digital Twins for Chronic Care: From Predictive Models to Shared Sensemaking

Qingrui Li, Bo Xie, Eric L Johnson, Juan Li

J Particip Med 2026 (Jun 23); 18:e92721

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Machine Learning–Based Prognostic Models for Functional Outcomes in Spinal Cord Injury: Systematic Review

Yuan Liu, Xiangxia Meng, Yi Ding, Ruifa Yao, Shuchang Xu

JMIR Med Inform 2026 (Jun 23); 14:e84980

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Online Sepsis Prediction Using Vital Signs and Multiscale Temporal-Aware Contrastive Learning: Model Development and Validation Study

Xiaoqiong Yang, Zezhong Lv, Hanming Lv, Qianyi Zhou, Wei Jiang, Ziqun Meng, Wenjie Yang

JMIR Med Inform 2026 (Jun 19); 14:e82762

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Hepatic Steatosis Severity Prediction in Nonobese Individuals: Machine Learning Model Development and Validation

Yitong Zhu, Yongshuai Wang, Shenyu Zhang, Jian Yang, Feng Zhang, Yan Liu, Jun Shang, Yongliang Zhang, Jizhou Wang, Lianxin Liu

J Med Internet Res 2026 (Jun 19); 28:e82529

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Impact of a Cloud-Based Care Coordination Platform on False Cardiac Catheterization Laboratory Activations and Unnecessary Team Mobilization: Retrospective Cohort Study

William Gibson, Dawoud Al Kindi, François Brouillette, Ahmed Aldajani, Omar Chaabo, Yasmine Lachance, Elie Akl, Kshitij Badal Dandona, Giuseppe Martucci, Jean-Philippe Pelletier, Nicolo Piazza, Jeremy Y Levett, Tomer Moran, Marco Spaziano

JMIR Cardio 2026 (Jun 19); 10:e76932

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Differentiating Ischemic From Nonischemic T-Wave Inversion Using a Multimodal Vision-Language Model With Reinforcement Learning (ECG-R1): Development and Validation Study

Yunzhang Cheng, Zhongkai Wang, Wen Zhang, Qin Zhang, Mingwei Zhang, Songbin Cai, Tianyi Zhang

JMIR Med Inform 2026 (Jun 19); 14:e87227

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The Open Syndrome Definition as a Machine-Readable Standard for Public Health: Design and Implementation Study

Ana Paula Gomes Ferreira, Aleksandar Anžel, Izabel Marcilio, Helen Hughes, Alex J Elliot, Jude Dzevela Kong, Madlen Schranz, Alexander Ullrich, Georges Hattab

J Med Internet Res 2026 (Jun 18); 28:e86249

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Authors’ Reply: Beyond Visual Consensus: Tiered Reference Framework for AI Cystoscopy Studies

Chung-You Tsai, Shi-Wei Huang

J Med Internet Res 2026 (Jun 18); 28:e103335

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Beyond Visual Consensus: Tiered Reference Framework for AI Cystoscopy Studies

Ahmet Murat Bayraktar, Bilgi İşler

J Med Internet Res 2026 (Jun 18); 28:e101910

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Digital Twin Applications in Diabetes Management: Scoping Review

Fatemeh Sarani Rad, Maryam Jafarpour, Ehsan Bitaraf, Katayoon Khaleghdadi, Juan Li

JMIR Diabetes 2026 (Jun 18); 11:e83059

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Human-in-the-Loop as a Safety Guardrail: Clinical Accountability in the Large Language Model Era

Isaac Zablah, Yolly Molina, Antonio Garcia-Loureiro

J Med Internet Res 2026 (Jun 18); 28:e85726

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Multitask Artificial Intelligence–Based Electrocardiogram Tool for Preoperative Cardiac Testing in Noncardiac Surgery: Retrospective Cohort Study of Health Care Utilization and Costs

Hong-Mi Choi, Yerin Kim, Joonghee Kim, Jiesuck Park, In-Chang Hwang, Yun Young Choi, Ji Hyun Lee, Yeonyee E Yoon, Il-Young Oh, Goo-Yeong Cho, In-Ae Song, Youngjin Cho

J Med Internet Res 2026 (Jun 17); 28:e90099

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Early vs Late Initiation of Extracorporeal Membrane Oxygenation: Protocol for a Prospective, Randomized, Multicenter Study

Alice Bernard, Helene Haeberle, Valbona Mirakaj, Manola Zago, Michael Koeppen, Christina-Katharina Fodi, Peter Martus, Peter Rosenberger

JMIR Res Protoc 2026 (Jun 17); 15:e86652

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Extracting and Classifying Drug Discontinuations From Estonian Electronic Health Records: Development and Validation Study

Hendrik Šuvalov, Nikita Umov, Maria Malk, Markus Haug, Sven Laur, Marek Oja, Sirli Tamm, Sulev Reisberg, Jaak Vilo, Raivo Kolde

J Med Internet Res 2026 (Jun 17); 28:e86183

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Navigating Diabetes Management in the Digital Era: Scoping Review of Online Health Information-Seeking Behavior

Pin-Heng Tiao, Hsun-Yu Chan, Yen-Ming Huang

J Med Internet Res 2026 (Jun 16); 28:e82081

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Enhancing Patient Participation in Co-Productive Decision-Making With Personal Value Sets: Clinical Trial Prototype

Jack Dowie, Mette Kjer Kaltoft, Vije Kumar Rajput

J Particip Med 2026 (Jun 16); 18:e81623

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Predicting Laboratory Test Ordering in Emergency Departments Using Integrated Structured and Unstructured Electronic Health Records: Machine Learning Study

Xingyu Zhang, Haipeng Ling, Xin Zhang, Anao Zhang

JMIR Med Inform 2026 (Jun 15); 14:e85255

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