Clinical Information and Decision Making

The Use of AI-Powered Thermography to Detect Early Plantar Thermal Abnormalities in Patients With Diabetes: Cross-Sectional Observational Study

Meshari F Alwashmi, Mustafa Alghali, AlAnoud AlMogbel, Abdullah Abdulaziz Alwabel, Abdulaziz S Alhomod, Ibrahim Almaghlouth, Mohamad-Hani Temsah, Amr Jamal

JMIR Diabetes 2025 (Jun 13); 10:e65209

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Knowledge Graph–Enhanced Deep Learning Model (H-SYSTEM) for Hypertensive Intracerebral Hemorrhage: Model Development and Validation

Yulong Xia, Jie Li, Bo Deng, Qilin Huang, Fenglin Cai, Yanfeng Xie, Xiaochuan Sun, Quanhong Shi, Wei Dan, Yan Zhan, Li Jiang

J Med Internet Res 2025 (Jun 12); 27:e66055

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Implementation of a Quality Improvement and Clinical Decision Support Tool for Cancer Diagnosis in Primary Care: Process Evaluation

Sophie Chima, Barbara Hunter, Javiera Martinez-Gutierrez, Natalie Lumsden, Craig Nelson, Dougie Boyle, Kaleswari Somasundaram, Jo-Anne Manski-Nankervis, Jon Emery

JMIR Cancer 2025 (Jun 12); 11:e65461

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Comparison of Multimodal Deep Learning Approaches for Predicting Clinical Deterioration in Ward Patients: Observational Cohort Study

Charles A Kotula, Jennie Martin, Kyle A Carey, Dana P Edelson, Dmitriy Dligach, Anoop Mayampurath, Majid Afshar, Matthew M Churpek

J Med Internet Res 2025 (Jun 11); 27:e75340

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Using a Large Language Model for Breast Imaging Reporting and Data System Classification and Malignancy Prediction to Enhance Breast Ultrasound Diagnosis: Retrospective Study

Su Miaojiao, Liang Xia, Zeng Xian Tao, Hong Zhi Liang, Cheng Sheng, Wu Songsong

JMIR Med Inform 2025 (Jun 11); 13:e70924

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Examining How Technology Supports Shared Decision-Making in Oncology Consultations: Qualitative Thematic Analysis

Alan Yung, Tim Shaw, Judy Kay, Anna Janssen

JMIR Cancer 2025 (Jun 11); 11:e70827

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Analysis of Risk Factors and Nursing Strategies for Unplanned Extubation in Children: Retrospective Cohort Study

Xuefeng Han, Hairong Liu, Tingchong Zhang, Guangxin Fan

JMIR Nursing 2025 (Jun 10); 8:e71307

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A Deep Learning Model for Identifying the Risk of Mesenteric Malperfusion in Acute Aortic Dissection Using Initial Diagnostic Data: Algorithm Development and Validation

Zhechuan Jin, Jiale Dong, Chengxiang Li, Yi Jiang, Jian Yang, Lei Xu, Ping Li, Zhun Xie, Yulin Li, Dongjin Wang, Zhili Ji

J Med Internet Res 2025 (Jun 10); 27:e72649

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Barriers and Facilitators in Diagnostic Pathways That Align Universal Tumor Screening and Mainstream Genetic Testing for Lynch Syndrome in Colorectal Cancer: Protocol for a Scoping Review With a Narrative Synthesis

Linda Battistuzzi, Eva Blondeaux, Alberto Puccini, Luca Boni, Federica Grillo, Lucia Trevisan, Liliana Varesco, Maria Stefania Sciallero

JMIR Res Protoc 2025 (Jun 10); 14:e70831

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Developing Infrastructure to Realize the Value of Patient-Generated Health Data in a Large Integrated Health Care System: The Veterans Health Administration Experience

Terry J Newton, Nilesh Shah, Katherine Lewis, Mark S Zocchi, Felicia R Bixler, Bella Etingen, Jessica M Lipschitz, Stephanie A Robinson, Timothy P Hogan, Stephanie L Shimada

J Med Internet Res 2025 (Jun 06); 27:e70755

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Exploring Generative Pre-Trained Transformer-4-Vision for Nystagmus Classification: Development and Validation of a Pupil-Tracking Process

Masao Noda, Ryota Koshu, Reiko Tsunoda, Hirofumi Ogihara, Tomohiko Kamo, Makoto Ito, Hiroaki Fushiki

JMIR Form Res 2025 (Jun 06); 9:e70070

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A Knowledge-Enhanced Platform (MetaSepsisKnowHub) for Retrieval Augmented Generation–Based Sepsis Heterogeneity and Personalized Management: Development Study

Chi Zhang, Hao Yang, Xingyun Liu, Rongrong Wu, Hui Zong, Erman Wu, Yi Zhou, Jiakun Li, Bairong Shen

J Med Internet Res 2025 (Jun 06); 27:e67201

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Screening and Risk Analysis of Atrial Fibrillation After Radiotherapy for Breast Cancer: Protocol for the Cross-Sectional Cohort Study “Watch Your Heart (WATCH)”

Laura Saint-Lary, Baptiste Pinel, Loic Panh, Gaelle Jimenez, Julien Geffrelot, Youlia Kirova, Jeremy Camilleri, David Broggio, Marie-Odile Bernier, Corinne Mandin, Christelle Levy, Serge Boveda, Juliette Thariat, Sophie Jacob

JMIR Res Protoc 2025 (Jun 04); 14:e67875

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Clinical Management of Wasp Stings Using Large Language Models: Cross-Sectional Evaluation Study

Wei Pan, Shuman Zhang, Yonghong Wang, Zhenglin Quan, Yanxia Zhu, Zhicheng Fang, Xianyi Yang

J Med Internet Res 2025 (Jun 04); 27:e67489

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Predicting 30-Day Postoperative Mortality and American Society of Anesthesiologists Physical Status Using Retrieval-Augmented Large Language Models: Development and Validation Study

Ying-Hao Chen, Shanq-Jang Ruan, Pei-fu Chen

J Med Internet Res 2025 (Jun 03); 27:e75052

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Methods of Piloting an Abstraction Tool to Describe Family Engagement in the Hospital Setting: Retrospective Chart Review

Jennifer Morgan, Jennifer Cahill, Christine Ritchie, Lingling Zhang, Priscilla Gazarian

JMIR Form Res 2025 (Jun 03); 9:e66549

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Data Inaccessibility Is Stifling the Digital Twin Implementation in Health Care

Md Doulotuzzaman Xames

J Med Internet Res 2025 (Jun 03); 27:e76524

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A Comprehensive Drift-Adaptive Framework for Sustaining Model Performance in COVID-19 Detection From Dynamic Cough Audio Data: Model Development and Validation

Theofanis Ganitidis, Maria Athanasiou, Konstantinos Mitsis, Konstantia Zarkogianni, Konstantina S Nikita

J Med Internet Res 2025 (Jun 03); 27:e66919

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Enhancing Antidiabetic Drug Selection Using Transformers: Machine-Learning Model Development

Hisashi Kurasawa, Kayo Waki, Tomohisa Seki, Eri Nakahara, Akinori Fujino, Nagisa Shiomi, Hiroshi Nakashima, Kazuhiko Ohe

JMIR Med Inform 2025 (Jun 02); 13:e67748

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Artificial Intelligence in Patch Testing: Comprehensive Review of Current Applications and Future Prospects in Dermatology

Hilary S Tang, Joseph Ebriani, Matthew J Yan, Shannon Wongvibulsin, Mehdi Farshchian

JMIR Dermatol 2025 (Jun 02); 8:e67154

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