Clinical Information and Decision Making

Experiences of Alert Fatigue and Its Contributing Factors in Hospitals: Qualitative Study

Nicki Newton, Adeola Bamgboje-Ayodele, Rowena Forsyth, Amina Tariq, Jing Huang, Ramyasri Yannam, Daniel J Lalor, Andrew James Sobey, Melissa T Baysari

J Med Internet Res 2026 (Feb 19); 28:e78676

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Evaluation of Reduced Single-Photon Emission Computed Tomography Imaging Protocols and Software Variability in 177Lu-DOTATATE Dosimetry: Protocol for an Exploratory Observational Trial

Takayuki Yagihashi, Kenta Miwa, Noriaki Miyaji, Satoru Sugimoto, Hideki Hayakawa, Noritoshi Kobayashi, Shoko Takano, Taro Murai

JMIR Res Protoc 2026 (Feb 19); 15:e83248

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Machine Learning for Predicting Stroke Risk Stratification Using Multiomics Data: Systematic Review

Hae Young Yoo, Hyerim Shin, Eun-Jung Kim, Youn-Jung Son

J Med Internet Res 2026 (Feb 19); 28:e85654

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Assessment of Predictive Factors That Shorten Duration of Treatment in Patients With Multiple Myeloma Using AI: Real-World Longitudinal Study Using Data From Medical Data Vision Claims Database

Hiroshi Handa, Tadao Ishida, Shuji Ozaki, Shinsuke Iida, Kittima Wattanakamolkul, Chika Sakai, Kenichi Kato, David Bin-Chia Wu, DaeYoung Yu, Shota Nemoto, Yasuho Yamashita, Takuma Shibahara

JMIR Cancer 2026 (Feb 19); 12:e75586

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Application of AI Models for Preventing Surgical Complications: Scoping Review of Clinical Readiness and Barriers to Implementation

Kjersti Mevik, Ashenafi Zebene Woldaregay, Eva Lindell Jonsson, Miguel Tejedor, Claire Temple-Oberle

JMIR AI 2026 (Feb 17); 5:e75064

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Donor Risk Factors Affecting Graft Survival in Pediatric Kidney Transplants: Protocol for a Systematic Review and Meta-Analysis

Cahyani Gita Ambarsari, Jon Jin Kim, Nur Hasnah Maamor, Izzah Athirah Rosli, Nor Asiah Muhamad

JMIR Res Protoc 2026 (Feb 12); 15:e71620

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Predictive Modeling of Preoperative Sleep Disorder Risk in Older Adults by Using Data From Wearable Monitoring Devices: Prospective Cohort Study

Jingjing Li, Binxu Yang, Puzhong Gao, Dan Feng, Xinxin Shao, Xusihong Cai, Shuwen Huang, Yu Huang, Qingde Wa, Jing Zhou

JMIR Form Res 2026 (Feb 11); 10:e79008

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Physician Perspectives on Web-Based Real-World Statistics for Better-Informed Drug Selection in Epilepsy: Mixed Methods Study

David Larsson, André Idegård, Samuel Håkansson, Johan Zelano

JMIR Form Res 2026 (Feb 11); 10:e82958

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Personalized Diabetes Treatment Support Using Large Language Models Fine-Tuned on Electronic Health Records: Development and Evaluation Study

Shenyang He, Yu Zhang, Jiaxi Li

JMIR Form Res 2026 (Feb 09); 10:e71541

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Data-Driven Guideline Adherence in Data Representation and Compliance Measurement: Scoping Review

Minh Trang Hoang, Candice Donnelly, Christina Igasto, Amith Shetty, Malcolm Pradhan, Tim Shaw

J Med Internet Res 2026 (Feb 09); 28:e79937

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Designing a Digital Twin for the Management of Noncommunicable Diseases: Protocol for a Pilot Study and Methodology Validation

Edgar Ross, Jason Ross, Patricia Beschler, David Guydan, Robert Jamison

JMIR Res Protoc 2026 (Feb 09); 15:e75934

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Opportunities for Improved Device Design Based on Central Line Placement Practices: Contextual Inquiry Study

Mary Beth Privitera, Sameer Khan, Bilal Irfan, Shayan Ali, Cecelia Arredondo, Kyrsten Sanderson, Jordan Bonomo

JMIR Hum Factors 2026 (Feb 06); 13:e84621

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Perceived Potential and Challenges of Supporting Coronary Artery Disease Treatment Decisions With AI: Qualitative Study

Khara Sauro, Bishnu Bajgain, Cody van Rassel, Bryan Har, Robert Welsh, Joon Lee

JMIR Cardio 2026 (Feb 06); 10:e81303

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Advancing Psychiatric Safety With the Predictive Risk Identification for Mental Health Events Tool: Retrospective Cohort Study

Elham Dolatabadi, Valentina Tamayo Velasquez, Abdul Hamid Dabboussi, David Wen, Jennifer Crawford, Andrea E Waddell, Christo El Morr

JMIR Ment Health 2026 (Feb 06); 13:e84318

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Clinical Decision Support Tool for Early Pancreatic Cancer Detection in Primary Care: Simulation Study

Javiera Martinez-Gutierrez, Kaleswari Somasundaram, Christina Maresch Bernardes, Meena Rafiq, Silja Schrader, Susan Jordan, Sophie Chima, Lucas De Mendonca, Kit Huckvale, Barbara Hunter, Jo-Anne Manski-Nankervis, James Lawson, Katrina Anderson, Vivienne Milch, Rachel E Neale, Jon Emery

JMIR Form Res 2026 (Feb 06); 10:e79209

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Effectiveness of Informed AI Use on Clinical Competence of General Practitioners and Internists: Pre-Post Intervention Study

Eyad A Qunaibi, Ayman M Al-Qaaneh, Baraa F Ismail, Hussam I Muhidat, Farhia S Rageh, Najwa A Musallam, Alaa K Fawzy

JMIR Med Educ 2026 (Feb 05); 12:e75534

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Navigating the Complexity of Lung Cancer Surveillance Practices: Qualitative Pilot Study on Provider Perspectives

Jenny M Woo, Sydney Conover, Caroline Gray, Shipra Arya, Julie T Wu

JMIR Cancer 2026 (Feb 05); 12:e80659

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Identifying the Structure and Elements of Nutritional Guidance Techniques: Cross-Sectional Analytic Hierarchy Study

Machiko Ukai, Mikiko Kanno, Rui Sudo, Miyako Ogawa, Kazuki Ohashi, Katsuhiko Ogasawara

JMIR Form Res 2026 (Feb 05); 10:e83185

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Exploring Clinician Perspectives on Artificial Intelligence in Primary Care: Qualitative Systematic Review and Meta-Synthesis

Robin Bogdanffy, Alisa Mundzic, Peter Nymberg, David Sundemo, Anna Moberg, Carl Wikberg, Ronny Kent Gunnarsson, Jonathan Widén, Pär-Daniel Sundvall, Artin Entezarjou

JMIR AI 2026 (Feb 05); 5:e72210

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Prediction of First and Multiple Antiretroviral Therapy Interruptions in People Living With HIV: Comparative Survival Analysis Using Cox and Explainable Machine Learning Models

Donald Salami, Emily Koech, Janet M Turan, Kristen A Stafford, Lilly Muthoni Nyagah, Stephen Ohakanu, Anthony K Ngugi, Manhattan Charurat

JMIR Med Inform 2026 (Feb 04); 14:e78964

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