Decision Support for Health Professionals

Articles published in this theme: 1729 (scroll down to load remaining articles)

2026

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Performance of Deep Learning in Classifying Age-Related Macular Degeneration From Images: Systematic Review and Meta-Analysis

Yu Zhu, Yue Niu, Shangye Sun, Wei Liu, Ying Dou, Yu Guo

J Med Internet Res 2026 (Jun 15); 28:e97174

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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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Assessing Eligibility for Anticancer Drug Health Insurance Reimbursement Using Large Language Models: Benchmark Development and Comparative Study

Junhyuk Seo, Taerim Kim, Ju-Hyun Kim

J Med Internet Res 2026 (Jun 15); 28:e95877

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Patient-Reported Outcomes on Quality of Life and Psychological Distress After Focal High-Intensity Focused Ultrasound for Prostate Cancer: Prospective Multicenter Study

Toni Franz, Cornelia Hartung, Roman Ganzer, Sigrun Holze, Jens-Uwe Stolzenburg

JMIR Cancer 2026 (Jun 15); 12:e91984

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Benchmark Integrity and Reasoning-Trace Errors in Medical Question Answering With Large Language Models: Mixed Methods Study With Sparse Autoencoders

Jialin Liu, Siru Liu, Adam Wright

J Med Internet Res 2026 (Jun 12); 28:e90061

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A Structured Comparison of the Coalition for Health AI Responsible AI Guide and South Korea’s Trustworthy AI Guideline for Health Care AI Assurance: Comparative Framework Analysis

Trevor Vigeant, Aidan Tam, Qiming Shi, Jeroan Allison, MinJin Kim, Jin-Ah Sim, Dong Ok Won, DongSoo Shin, David M McManus, Jae Jun Lee, Jae Yong Yu, Adrian H Zai

JMIR AI 2026 (Jun 11); 5:e86220

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Effectiveness of Guideline-Based Clinical Decision Support Systems: Protocol for a Systematic Review

Berkay Newroz Aksu, Bora Gashi, Fridtjof Schiefenhövel, Martin Boeker

JMIR Res Protoc 2026 (Jun 11); 15:e87006

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Acceptability, Usability, and Perceived Quality of Care of a Digital Decision Support System in Tele–Primary Health Care in Sindh, Pakistan: Sequential Explanatory Mixed Methods Pilot Study

Samrah Jawed, Hasan Nawaz Tahir, Anum Shaikh, Hamza Aziz, Sara Saeed Khurram, Iffat Zafar Aga, Muhammad Muzzamil, Mahek Karim, Abdul Momin Kazi, Shifa Salman Habib

JMIR Form Res 2026 (Jun 11); 10:e81995

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Evaluating Postpartum Hemorrhage Transfusion Risk With a Machine Learning Model for Informed Consent: Retrospective Cohort Study

Jennifer Glance, Jeffrey Arthur Nielson, Albert Bonnema

JMIR Form Res 2026 (Jun 11); 10:e82424

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Uptake of Clinical Decision Support Systems Among Health Care Professionals in Six European Countries and the United States: Cross-Sectional Survey Within the I-CARE4OLD Project

Collin JC Exmann, Anna-Maria Hiltunen, Ira Haavisto, Anna Salminen, Maikki Messo, Mikko Nuutinen, Mark Hoogendoorn, Wiebe Boorsma, Elizabeth P Howard, Vanja Pešić, Mor Alon, Federica Mammarella, Rosa Liperoti, Olena Švihnosová, Daniela Fialová, Natalia Drapała, Katarzyna Szczerbińska, Anja Declercq, Hein PJ van Hout, Johanna De Almeida Mello

J Med Internet Res 2026 (Jun 11); 28:e85071

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Machine Learning for Intraoperative Bleeding Prediction in Patients Undergoing Surgery: Scoping Review

Shiqiong Yan, Ping Zhang, Wanwan Qiao, Sijia Xie, Huan Hu, Yi Gao, Linli Xie, Jie Jing

JMIR Med Inform 2026 (Jun 10); 14:e80930

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Good Clinical Practice Guidance for Line Materials, Filtration, and Light Protection in Intravenous Medication Administration: Modified Delphi Consensus Study

Andrew Dickman, Penelope Tuffin, Rania Al-Jaber, Mona El-Harmeel, Jennifer Schneider, Irene Taladriz-Sender, Adam Sutherland, Robert Terkola, James Waterson

JMIR Hum Factors 2026 (Jun 10); 13:e88333

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Text Messaging Support for Patients Diagnosed With Impaired Glucose Tolerance During Pregnancy: Nonrandomized Pre-Post Implementation Study Assessing Impact on Postpartum Transitions of Care

Natasha R Kumar, Whitney Bender, Celeste Durnwald

J Med Internet Res 2026 (Jun 09); 28:e76493

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Dose Recommendations for Drugs in Patients With Liver Cirrhosis (The ALIVe Study): Protocol for a Multiphase Validation and Consensus Study

Katharina Karsten Dafonte, Philipp Lutz, Christian Jansen, Christian P Strassburg, Robert Németh, Gunther Hartmann, Ulrich Jaehde, Martin Coenen

JMIR Res Protoc 2026 (Jun 09); 15:e89042

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Barriers, Facilitators, and Intention to Use AI for Breast Cancer Diagnosis: Mixed Methods Study Among Austrian Physicians With and Without AI Experience

Marlene Kritz, Erol Holawatsch, Doris Anita Behrens, Walter Hyll

J Med Internet Res 2026 (Jun 09); 28:e80274

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Improving Radiology Report Error Detection Using a Multipass Large Language Model: Framework Development and Validation

Songsoo Kim, Seungtae Lee, See Young Lee, Joonho Kim, Keechan Kan, Hyunji Lee, Dukyong Yoon

JMIR Med Inform 2026 (Jun 04); 14:e87368

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Advancing Gastrointestinal Cancer Risk Prediction With Patient-Centered Machine Learning: Machine Learning Modeling Study

Daina Baublyte, Jeonghee Lee, Madhawa Gunathilake, Jeongseon Kim

JMIR Med Inform 2026 (Jun 04); 14:e78931

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AI-Based Triage Decision Support: Multisite Economic Evaluation in the United States

Scott Levin, Ben Steinhart, Rohit Sangal, Lesley Meng, K Davina Frick, Cabrina McGinn, Jeremiah Hinson, Andrew Taylor

J Med Internet Res 2026 (Jun 03); 28:e95213

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Development and Interpretability Analysis of a Stacking Ensemble Model for Early Prediction of Nutritional Risk in Intensive Care Unit Patients: Retrospective Cohort Study

Xu Zhang, An Fang, Pei Lou, Kuanda Yao, Tianci Huang, Jiahui Hu

JMIR Med Inform 2026 (Jun 03); 14:e77872

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Implementation of an e-Tool (the Provider Asthma Assessment Form) Integrated Into the Electronic Medical Record in Primary Care: Mixed Methods Survey of Perceived Utility, Practitioner Satisfaction, Barriers and Enablers

Matheson L McFarlane, Alison Morra, Delanya Podgers, David Barber, Kelsey Ruetz, M Diane Lougheed

JMIR Form Res 2026 (Jun 03); 10:e80399

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