Clinical Information and Decision Making

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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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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Detecting Artificial Intelligence–Generated Versus Human-Written Medical Student Essays: Semirandomized Controlled Study

Berin Doru, Christoph Maier, Johanna Sophie Busse, Thomas Lücke, Judith Schönhoff, Elena Enax- Krumova, Steffen Hessler, Maria Berger, Marianne Tokic

JMIR Med Educ 2025 (Mar 03); 11:e62779

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Daily Treatment Monitoring for Patients Receiving Home-Based Peritoneal Dialysis and Prediction of Heart Failure Risk: mHealth Tool Development and Modeling Study

Jia Wu, Youjia Zeng, Jun Yang, Yutong Yao, Xiuling Xu, Gaofeng Song, Wuyong Yi, Taifen Wang, Yihou Zheng, Zhongwei Jia, Xiangyu Yan

JMIR Form Res 2025 (Mar 03); 9:e56254

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Machine Learning–Based Prediction of Early Complications Following Surgery for Intestinal Obstruction: Multicenter Retrospective Study

Pinjie Huang, Jirong Yang, Dizhou Zhao, Taojia Ran, Yuheng Luo, Dong Yang, Xueqin Zheng, Shaoli Zhou, Chaojin Chen

J Med Internet Res 2025 (Mar 03); 27:e68354

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Leveraging Patient-Reported Outcome Measures for Optimal Dose Selection in Early Phase Cancer Trials

Bill Byrom, Anthony Everhart, Paul Cordero, Chris Garratt, Tim Meyer

JMIR Cancer 2025 (Feb 28); 11:e64611

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Deep Learning–Based Electrocardiogram Model (EIANet) to Predict Emergency Department Cardiac Arrest: Development and External Validation Study

Shao-Chi Lu, Guang-Yuan Chen, An-Sheng Liu, Jen-Tang Sun, Jun-Wan Gao, Chien-Hua Huang, Chu-Lin Tsai, Li-Chen Fu

J Med Internet Res 2025 (Feb 28); 27:e67576

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Future Use of AI in Diagnostic Medicine: 2-Wave Cross-Sectional Survey Study

Bernardo Pereira Cabral, Luiza Amara Maciel Braga, Carlos Gilbert Conte Filho, Bruno Penteado, Sandro Luis Freire de Castro Silva, Leonardo Castro, Marcelo Fornazin, Fabio Mota

J Med Internet Res 2025 (Feb 27); 27:e53892

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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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Stroke Diagnosis and Prediction Tool Using ChatGLM: Development and Validation Study

Xiaowei Song, Jiayi Wang, Feifei He, Wei Yin, Weizhi Ma, Jian Wu

J Med Internet Res 2025 (Feb 26); 27:e67010

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Complete Blood Count and Monocyte Distribution Width–Based Machine Learning Algorithms for Sepsis Detection: Multicentric Development and External Validation Study

Andrea Campagner, Luisa Agnello, Anna Carobene, Andrea Padoan, Fabio Del Ben, Massimo Locatelli, Mario Plebani, Agostino Ognibene, Maria Lorubbio, Elena De Vecchi, Andrea Cortegiani, Elisa Piva, Donatella Poz, Francesco Curcio, Federico Cabitza, Marcello Ciaccio

J Med Internet Res 2025 (Feb 26); 27:e55492

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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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Evaluating the Knowledge and Information-Seeking Behaviors of People Living With Multiple Sclerosis: Cross-Sectional Questionnaire Study

Véronique Duguay, Dominique Comeau, Tiffany Turgeon, Nadia Bouhamdani, Mathieu Belanger, Lyle Weston, Tammy Johnson, Nicole Manzer, Melissa Giberson, Ludivine Chamard-Witkowski

J Med Internet Res 2025 (Feb 25); 27:e63763

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Checklist Approach to Developing and Implementing AI in Clinical Settings: Instrument Development Study

Ayomide Owoyemi, Joanne Osuchukwu, Megan E Salwei, Andrew Boyd

JMIRx Med 2025 (Feb 20); 6:e65565

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Advancing Health Care With Digital Twins: Meta-Review of Applications and Implementation Challenges

Mickaël Ringeval, Faustin Armel Etindele Sosso, Martin Cousineau, Guy Paré

J Med Internet Res 2025 (Feb 19); 27:e69544

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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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Snowball Group Usability Testing for Rapid and Iterative Multisite Tool Development: Method Development Study

Katherine L Dauber-Decker, David Feldstein, Rachel Hess, Devin Mann, Eun Ji Kim, Pranisha Gautam-Goyal, Jeffrey Solomon, Sundas Khan, Fatima Malik, Lynn Xu, Ainsley Huffman, Paul D Smith, Wendy Halm, Alice Yuroff, Safiya Richardson

JMIR Form Res 2025 (Feb 18); 9:e55316

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Artificial Intelligence in Lymphoma Histopathology: Systematic Review

Yao Fu, Zongyao Huang, Xudong Deng, Linna Xu, Yang Liu, Mingxing Zhang, Jinyi Liu, Bin Huang

J Med Internet Res 2025 (Feb 14); 27:e62851

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Cutaneous Atrophy Following Corticosteroid Injections for Tendonitis: Report of Two Cases

Rebecca Colwell, Mitchell Gullickson, Jonathan Cutlan, Erik Stratman

JMIR Dermatol 2025 (Feb 13); 8:e67921

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