Decision Support for Health Professionals

Medical Expert Knowledge Meets AI to Enhance Symptom Checker Performance for Rare Disease Identification in Fabry Disease: Mixed Methods Study

Anne Pankow, Nico Meißner-Bendzko, Jessica Kaufeld, Laura Fouquette, Fabienne Cotte, Stephen Gilbert, Ewelina Türk, Anibh Das, Christoph Terkamp, Gerhard-Rüdiger Burmester, Annette Doris Wagner

JMIR AI 2025 (Aug 28); 4:e55001

Download Citation: END BibTex RIS

A Machine Learning Algorithm With an Oversampling Technique in Limited Data Scenarios for the Prediction of Present and Future Restorative Treatment Need: Development and Validation Study

Elina Väyrynen, Otso Tirkkonen, Henna Tiensuu, Jaakko Suutala, Vuokko Anttonen, Marja-Liisa Laitala, Katri Kukkola, Saujanya Karki

JMIR Med Inform 2025 (Aug 28); 13:e75117

Download Citation: END BibTex RIS

Primary Care Clinician Perspectives on Older Adult Chronic Pain Management and Clinical Decision Support: Qualitative Study

Isra Hasnain, Erin M Staab, Ainur Kagarmanova, Marissa Mackiewicz, Mim Ari, Katherine Thompson, Danielle Lazar, Anne Zhao, Glyn Elwyn, Christopher A Harle, Valerie G Press, Neda Laiteerapong

JMIR Form Res 2025 (Aug 26); 9:e74381

Download Citation: END BibTex RIS

Serum Alpha-Fetoprotein-Tumor Size Ratio as a Prognostic Marker After Hepatic Resection for Primary Hepatocellular Carcinoma: Propensity Score Matched Retrospective Cohort Study

Shutian Mo, Yongfei He, Tianyi Liang, Guangzhi Zhu, Hao Su, Chuangye Han, Tao Peng

JMIR Cancer 2025 (Aug 26); 11:e64929

Download Citation: END BibTex RIS

Physician Use of Large Language Models: A Quantitative Study Based on Large-Scale Query-Level Data

Lin Qiu, Chuang Tang, Xuan Bi, Gordon Burtch, Yanmin Chen, Heping Zhang

J Med Internet Res 2025 (Aug 25); 27:e76941

Download Citation: END BibTex RIS

Effectiveness of the GPT-4o Model in Interpreting Electrocardiogram Images for Cardiac Diagnostics: Diagnostic Accuracy Study

Haya Engelstein, Roni Ramon-Gonen, Avi Sabbag, Eyal Klang, Karin Sudri, Michal Cohen-Shelly, Israel Barbash

JMIR AI 2025 (Aug 22); 4:e74426

Download Citation: END BibTex RIS

Deep Learning–Based Early Warning Systems in Hospitalized Patients at Risk of Code Blue Events and Length of Stay: Retrospective Real-World Implementation Study

Ji-hyun Kim, Eun Young Cho, Yuhyun Choi, Joo-Yun Won, Se Hee Cheon, Young Ae Kim, Ki-byung Lee, Kwang Joon Kim, Ho Gwan Kim, Taeyong Sim

JMIR Med Inform 2025 (Aug 22); 13:e72232

Download Citation: END BibTex RIS

Diagnostic Prediction Models for Primary Care, Based on AI and Electronic Health Records: Systematic Review

Liesbeth Hunik, Asma Chaabouni, Twan van Laarhoven, Tim C Olde Hartman, Ralph T H Leijenaar, Jochen W L Cals, Annemarie A Uijen, Henk J Schers

JMIR Med Inform 2025 (Aug 22); 13:e62862

Download Citation: END BibTex RIS

AI-Driven Integration of Deep Learning With Lung Imaging, Functional Analysis, and Blood Gas Metrics for Perioperative Hypoxemia Prediction

Kecheng Huang, Chujun Wu, Rongpeng Pi, Jieyu Fang

JMIR Med Inform 2025 (Aug 22); 13:e73995

Download Citation: END BibTex RIS

Evaluating the Prototype of a Clinical Decision Support System in Primary Care: Qualitative Study

Susanne M Köhler, Svea Holtz, Michaela C Neff, Jannik Schaaf, Michael von Wagner, Beate S Müller, Dania Schütze

JMIR Form Res 2025 (Aug 20); 9:e69875

Download Citation: END BibTex RIS

A Real-Time Signal-Based Wavelet Long Short-Term Memory Method for Length-of-Stay Prediction for the Intensive Care Unit: Development and Evaluation Study

Yiqun Jiang, Qing Li, Wenli Zhang

JMIR AI 2025 (Aug 20); 4:e71247

Download Citation: END BibTex RIS

Clinical and Economic Evaluation of a Real-Time Chest X-Ray Computer-Aided Detection System for Misplaced Endotracheal and Nasogastric Tubes and Pneumothorax in Emergency and Critical Care Settings: Protocol for a Cluster Randomized Controlled Trial

Chu-Lin Tsai, Teresa Cheng-Chieh Chu, Chih-Hung Wang, Wei-Tien Chang, Min-Shan Tsai, Shih-Chi Ku, Yen-Hung Lin, Hao-Chih Tai, Shuenn-Wen Kuo, Kuo-Chuan Wang, Anne Chao, Sung-Chun Tang, Wei-Lun Liu, Ming-Han Tsai, Ting-Ann Wang, Shu-Lin Chuang, Yi-Chia Lee, Lu-Cheng Kuo, Chiuan-Jung Chen, Jia-Horng Kao, Weichung Wang, Chien-Hua Huang

JMIR Res Protoc 2025 (Aug 20); 14:e72928

Download Citation: END BibTex RIS

Understanding the Impact of AI Doctors’ Information Quality on Patients’ Intentions to Adopt AI for Independent Diagnosis: Scenario-Based Experimental Study

Yongmei Liu, Zichun Wang, Bo Peng

J Med Internet Res 2025 (Aug 19); 27:e62885

Download Citation: END BibTex RIS

Predicting Postoperative Delirium in Older Patients Before Elective Surgery: Multicenter Retrospective Cohort Study

Shun-Chin Jim Wu, Nitin Sharma, Anne Bauch, Hao-Chun Yang, Jasmine L Hect, Christine Thomas, Sören Wagner, Bernd R Förstner, Christine A F von Arnim, Tobias Kaufmann, Gerhard W Eschweiler, Thomas Wolfers, PAWEL Study Group

JMIR Aging 2025 (Aug 19); 8:e67958

Download Citation: END BibTex RIS

Deep Learning and Image Generator Health Tabular Data (IGHT) for Predicting Overall Survival in Patients With Colorectal Cancer: Retrospective Study

Seo Hyun Oh, Youngho Lee, Jeong-Heum Baek, Woongsang Sunwoo

JMIR Med Inform 2025 (Aug 19); 13:e75022

Download Citation: END BibTex RIS

Quo Vadis, AI-Empowered Doctor?

Gary Takahashi, Laurentius von Liechti, Ebrahim Tarshizi

JMIR Med Educ 2025 (Aug 15); 11:e70079

Download Citation: END BibTex RIS

AI-Driven Integrated System for Burn Depth Prediction With Electronic Medical Records: Algorithm Development and Validation

Md Masudur Rahman, Mohamed El Masry, Surya C Gnyawali, Yexiang Xue, Gayle Gordillo, Juan P Wachs

JMIR Med Inform 2025 (Aug 15); 13:e68366

Download Citation: END BibTex RIS

Post–Critical Illness Dysphagia in the Intensive Care Unit (the Dysphagia-ICU Study): Protocol for a Prospective Cohort Study

Waleed Alhazzani, Kimberley Lewis, Jamala Selan, Haifa F Alotaibi, Sara Alnasser, Afaf Alrwais, Atheer Alhomoud, Rawabi M Alsayer, Hani Tamim

JMIR Res Protoc 2025 (Aug 14); 14:e68053

Download Citation: END BibTex RIS

Guideline-Based Clinical Decision Support Framework for Multimorbidity: Protocol for a Formulation and Testing Study

Zijun Wang, Ling Wang, Bingyi Wang, Hongfeng He, Zhewei Li, Di Zhu, Jie Zhang, Huayu Zhang, Yaolong Chen, Janne Estill

JMIR Res Protoc 2025 (Aug 14); 14:e63339

Download Citation: END BibTex RIS

Application of Large Language Models in Complex Clinical Cases: Cross-Sectional Evaluation Study

Yuanheng Huang, Guozhen Yang, Yahui Shen, Huiguo Chen, Weibin Wu, Xiaojun Li, Yonghui Wu, Kai Zhang, Jiannan Xu, Jian Zhang

JMIR Med Inform 2025 (Aug 14); 13:e73941

Download Citation: END BibTex RIS