Applications of AI

Knowledge and Perceptions of AI Among Medical Students in Morocco: Cross-Sectional Study

Imad Chakri, Otmane El Khayali, Laila Lahlou

JMIR Form Res 2025 (Sep 19); 9:e66156

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Maturity Framework for Operationalizing Machine Learning Applications in Health Care: Scoping Review

Yutong Li, Julie Tian, Ariana Xu, Russell Greiner, Jake Hayward, Andrew James Greenshaw, Bo Cao

J Med Internet Res 2025 (Sep 19); 27:e66559

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Large Language Model–Supported Identification of Intellectual Disabilities in Clinical Free-Text Summaries: Mixed Methods Study

Aleksandra Edwards, Antonio F Pardiñas, George Kirov, Elliott Rees, Jose Camacho-Collados

JMIR AI 2025 (Sep 18); 4:e72256

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Evaluation of Generative Artificial Intelligence Implementation Impacts in Social and Health Care Language Translation: Mixed Methods Case Study

Miia Martikainen, Kari Smolander, Johan Sanmark, Enni Sanmark

JMIR Form Res 2025 (Sep 17); 9:e73658

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Comparative Diagnostic Performance of a Multimodal Large Language Model Versus a Dedicated Electrocardiogram AI in Detecting Myocardial Infarction From Electrocardiogram Images: Comparative Study

Haemin Lee, Sooyoung Yoo, Joonghee Kim, Youngjin Cho, Dongbum Suh, Keehyuck Lee

JMIR AI 2025 (Sep 17); 4:e75910

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Prompt Engineering in Clinical Practice: Tutorial for Clinicians

Jialin Liu, Fang Liu, Changyu Wang, Siru Liu

J Med Internet Res 2025 (Sep 15); 27:e72644

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Machine-Learning Predictive Tool for the Individualized Prediction of Outcomes of Hematopoietic Cell Transplantation for Sickle Cell Disease: Registry-Based Study

Rajagopal Subramaniam Chandrasekar, Michael Kane, Lakshmanan Krishnamurti

JMIR AI 2025 (Sep 15); 4:e64519

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Trade-Off Analysis of Classical Machine Learning and Deep Learning Models for Robust Brain Tumor Detection: Benchmark Study

Yuting Tian

JMIR AI 2025 (Sep 15); 4:e76344

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Critical Assessment of Large Language Models’ (ChatGPT) Performance in Data Extraction for Systematic Reviews: Exploratory Study

Hesam Mahmoudi, Doris Chang, Hannah Lee, Navid Ghaffarzadegan, Mohammad S Jalali

JMIR AI 2025 (Sep 11); 4:e68097

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Identifying Adverse Drug Events in Clinical Text Using Fine-Tuned Clinical Language Models: Machine Learning Study

Elizaveta Kopacheva, Aron Henriksson, Hercules Dalianis, Tora Hammar, Alisa Lincke

JMIR Form Res 2025 (Sep 11); 9:e71949

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Explainable AI for Depression Detection and Severity Classification From Activity Data: Development and Evaluation Study of an Interpretable Framework

Iftikhar Ahmed, Anushree Brahmacharimayum, Raja Hashim Ali, Talha Ali Khan, Muhammad Ovais Ahmad

JMIR Ment Health 2025 (Sep 11); 12:e72038

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Applications of Federated Large Language Model for Adverse Drug Reactions Prediction: Scoping Review

David Guo, Kim-Kwang Raymond Choo

J Med Internet Res 2025 (Sep 08); 27:e68291

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Directory of Public Datasets for Youth Mental Health to Enhance Research Through Data, Accessibility, and Artificial Intelligence: Scoping Review

Hua Min, Xia Jing, Cui Tao, Joel E Williams, Sarah F Griffin, Christianne Esposito-Smythers, Bruce Chorpita

JMIR Ment Health 2025 (Sep 08); 12:e73852

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Evaluation of AI Tools Versus the PRISMA Method for Literature Search, Data Extraction, and Study Composition in Glaucoma Systematic Reviews: Content Analysis

Laura Antonia Meliante, Giulia Coco, Alessandro Rabiolo, Stefano De Cillà, Gianluca Manni

JMIR AI 2025 (Sep 05); 4:e68592

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Exploring Named Entity Recognition Potential and the Value of Tailored Natural Language Processing Pipelines for Radiology, Pathology, and Progress Notes in Clinical Decision Support: Quantitative Study

Veysel Kocaman, Fu-Yuan Cheng, Julio Bonis, Ganesh Raut, Prem Timsina, David Talby, Arash Kia

JMIR AI 2025 (Sep 05); 4:e59251

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Large Language Models in Randomized Controlled Trials Design: Observational Study

Liyuan Jin, Jasmine Chiat Ling Ong, Kabilan Elangovan, Yuhe Ke, Alexandra Pyle, Daniel Shu Wei Ting, Nan Liu

J Med Internet Res 2025 (Sep 03); 27:e67469

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AI-Driven Tacrolimus Dosing in Transplant Care: Cohort Study

Mingjia Huo, Sean Perez, Linda Awdishu, Janice S Kerr, Pengtao Xie, Adnan Khan, Kristin Mekeel, Shamim Nemati

JMIR AI 2025 (Sep 02); 4:e67302

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Rapidly Benchmarking Large Language Models for Diagnosing Comorbid Patients: Comparative Study Leveraging the LLM-as-a-Judge Method

Peter Sarvari, Zaid Al-fagih

JMIRx Med 2025 (Aug 29); 6:e67661

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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

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Predicting Episodes of Hypovigilance in Intensive Care Units Using Routine Physiological Parameters and Artificial Intelligence: Derivation Study

Raphaëlle Giguère, Victor Niaussat, Monia Noël-Hunter, William Witteman, Tanya S Paul, Alexandre Marois, Philippe Després, Simon Duchesne, Patrick M Archambault

JMIR AI 2025 (Aug 27); 4:e60885

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