Decision Support for Health Professionals

Studying the Potential Effects of Artificial Intelligence on Physician Autonomy: Scoping Review

John Grosser, Juliane Düvel, Lena Hasemann, Emilia Schneider, Wolfgang Greiner

JMIR AI 2025 (Mar 13); 4:e59295

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Fetal Birth Weight Prediction in the Third Trimester: Retrospective Cohort Study and Development of an Ensemble Model

Jing Gao, Xu Jie, Yujun Yao, Jingdong Xue, Lei Chen, Ruiyao Chen, Jiayuan Chen, Weiwei Cheng

JMIR Pediatr Parent 2025 (Mar 10); 8:e59377

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Application of Machine Learning for Patients With Cardiac Arrest: Systematic Review and Meta-Analysis

Shengfeng Wei, Xiangjian Guo, Shilin He, Chunhua Zhang, Zhizhuan Chen, Jianmei Chen, Yanmei Huang, Fan Zhang, Qiangqiang Liu

J Med Internet Res 2025 (Mar 10); 27:e67871

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Diagnostic Performance of Artificial Intelligence–Based Methods for Tuberculosis Detection: Systematic Review

Seng Hansun, Ahmadreza Argha, Ivan Bakhshayeshi, Arya Wicaksana, Hamid Alinejad-Rokny, Greg J Fox, Siaw-Teng Liaw, Branko G Celler, Guy B Marks

J Med Internet Res 2025 (Mar 07); 27:e69068

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GPT-4 as a Clinical Decision Support Tool in Ischemic Stroke Management: Evaluation Study

Amit Haim Shmilovitch, Mark Katson, Michal Cohen-Shelly, Shlomi Peretz, Dvir Aran, Shahar Shelly

JMIR AI 2025 (Mar 07); 4:e60391

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Deep Learning Models to Predict Diagnostic and Billing Codes Following Visits to a Family Medicine Practice: Development and Validation Study

Akshay Rajaram, Michael Judd, David Barber

JMIR AI 2025 (Mar 07); 4:e64279

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Oncology Provider and Patient Perspectives on a Cardiovascular Health Assessment Tool Used During Posttreatment Survivorship Care in Community Oncology (Results from WF-1804CD): Mixed Methods Observational Study

Chandylen L Nightingale, Emily V Dressler, Maura Kepper, Heidi D Klepin, Simon Craddock Lee, Sydney Smith, Aylin Aguilar, Kimberly D Wiseman, Stephanie J Sohl, Brian J Wells, Joseph A DeMari, Alyssa Throckmorton, Lindsey W Kulbacki, Jenny Hanna, Randi E Foraker, Kathryn E Weaver

J Med Internet Res 2025 (Mar 06); 27:e65152

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Machine Learning–Based Prediction of Delirium and Risk Factor Identification in Intensive Care Unit Patients With Burns: Retrospective Observational Study

Ryo Esumi, Hiroki Funao, Eiji Kawamoto, Ryota Sakamoto, Asami Ito-Masui, Fumito Okuno, Toru Shinkai, Atsuya Hane, Kaoru Ikejiri, Yuichi Akama, Arong Gaowa, Eun Jeong Park, Ryo Momosaki, Ryuji Kaku, Motomu Shimaoka

JMIR Form Res 2025 (Mar 05); 9:e65190

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Predicting Readmission Among High-Risk Discharged Patients Using a Machine Learning Model With Nursing Data: Retrospective Study

Eui Geum Oh, Sunyoung Oh, Seunghyeon Cho, Mir Moon

JMIR Med Inform 2025 (Mar 05); 13:e56671

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Retrieval Augmented Therapy Suggestion for Molecular Tumor Boards: Algorithmic Development and Validation Study

Eliza Berman, Holly Sundberg Malek, Michael Bitzer, Nisar Malek, Carsten Eickhoff

J Med Internet Res 2025 (Mar 05); 27:e64364

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Predicting Escalation of Care for Childhood Pneumonia Using Machine Learning: Retrospective Analysis and Model Development

Oguzhan Serin, Izzet Turkalp Akbasli, Sena Bocutcu Cetin, Busra Koseoglu, Ahmet Fatih Deveci, Muhsin Zahid Ugur, Yasemin Ozsurekci

JMIRx Med 2025 (Mar 04); 6:e57719

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Predicting Overall Survival in Patients with Male Breast Cancer: Nomogram Development and External Validation Study

Wen-Zhen Tang, Shu-Tian Mo, Yuan-Xi Xie, Tian-Fu Wei, Guo-Lian Chen, Yan-Juan Teng, Kui Jia

JMIR Cancer 2025 (Mar 04); 11:e54625

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An AI-Based Clinical Decision Support System for Antibiotic Therapy in Sepsis (KINBIOTICS): Use Case Analysis

Juliane Andrea Düvel, David Lampe, Maren Kirchner, Svenja Elkenkamp, Philipp Cimiano, Christoph Düsing, Hannah Marchi, Sophie Schmiegel, Christiane Fuchs, Simon Claßen, Kirsten-Laura Meier, Rainer Borgstedt, Sebastian Rehberg, Wolfgang Greiner

JMIR Hum Factors 2025 (Mar 04); 12:e66699

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Linking Electronic Health Record Prescribing Data and Pharmacy Dispensing Records to Identify Patient-Level Factors Associated With Psychotropic Medication Receipt: Retrospective Study

Peng Wu, Jillian H Hurst, Alexis French, Michael Chrestensen, Benjamin A Goldstein

JMIR Med Inform 2025 (Mar 04); 13:e63740

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The Construction and Application of a Clinical Decision Support System for Cardiovascular Diseases: Multimodal Data-Driven Development and Validation Study

Shumei Miao, Pei Ji, Yongqian Zhu, Haoyu Meng, Mang Jing, Rongrong Sheng, Xiaoliang Zhang, Hailong Ding, Jianjun Guo, Wen Gao, Guanyu Yang, Yun Liu

JMIR Med Inform 2025 (Mar 03); 13:e63186

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Predicting Agitation-Sedation Levels in Intensive Care Unit Patients: Development of an Ensemble Model

Pei-Yu Dai, Pei-Yi Lin, Ruey-Kai Sheu, Shu-Fang Liu, Yu-Cheng Wu, Chieh-Liang Wu, Wei-Lin Chen, Chien-Chung Huang, Guan-Yin Lin, Lun-Chi Chen

JMIR Med Inform 2025 (Feb 26); 13:e63601

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Comparison of a Novel Machine Learning–Based Clinical Query Platform With Traditional Guideline Searches for Hospital Emergencies: Prospective Pilot Study of User Experience and Time Efficiency

Hamza Ejaz, Hon Lung Keith Tsui, Mehul Patel, Luis Rafael Ulloa Paredes, Ellen Knights, Shah Bakht Aftab, Christian Peter Subbe

JMIR Hum Factors 2025 (Feb 25); 12:e52358

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Leveraging Medical Knowledge Graphs Into Large Language Models for Diagnosis Prediction: Design and Application Study

Yanjun Gao, Ruizhe Li, Emma Croxford, John Caskey, Brian W Patterson, Matthew Churpek, Timothy Miller, Dmitriy Dligach, Majid Afshar

JMIR AI 2025 (Feb 24); 4:e58670

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Analysis of Retinal Thickness in Patients With Chronic Diseases Using Standardized Optical Coherence Tomography Data: Database Study Based on the Radiology Common Data Model

ChulHyoung Park, So Hee Lee, Da Yun Lee, Seoyoon Choi, Seng Chan You, Ja Young Jeon, Sang Jun Park, Rae Woong Park

JMIR Med Inform 2025 (Feb 21); 13:e64422

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Automated Process for Monitoring of Amiodarone Treatment: Development and Evaluation

Birgitta I Johansson, Jonas Landahl, Karin Tammelin, Erik Aerts, Christina E Lundberg, Martin Adiels, Martin Lindgren, Annika Rosengren, Nikolaos Papachrysos, Helena Filipsson Nyström, Helen Sjöland

J Med Internet Res 2025 (Feb 19); 27:e65473

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