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Using ChatGPT-4 for Lay Summarization in Prostate Cancer Research to Advance Patient-Centered Communication: Large-Scale Generative AI Performance Evaluation

Emily Rinderknecht, Simon U Engelmann, Veronika Saberi, Clemens Kirschner, Anton P Kravchuk, Anna Schmelzer, Johannes Breyer, Christopher Goßler, Roman Mayr, Christian Gilfrich, Maximilian Burger, Dominik von Winning, Hendrik Borgmann, Christian Wülfing, Axel S Merseburger, Maximilian Haas, Matthias May

J Med Internet Res 2025;27:e76598

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A Prompt Engineering Framework for Large Language Model–Based Mental Health Chatbots: Conceptual Framework

Sorio Boit, Rajvardhan Patil

JMIR Ment Health 2025;12:e75078

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Impact of Detailed Versus Generic Instructions on Fine-Tuned Language Models for Patient Discharge Instructions Generation: Comparative Statistical Analysis

Muneerah Alqahtani, Abdullah Al-Barakati, Fahd Alotaibi, Mohammed Al Shibli, Saad Almousa

JMIR Form Res 2025;9:e80917

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Impact of Prompt Engineering on the Performance of ChatGPT Variants Across Different Question Types in Medical Student Examinations: Cross-Sectional Study

Ming-Yu Hsieh, Tzu-Ling Wang, Pen-Hua Su, Ming-Chih Chou

JMIR Med Educ 2025;11:e78320

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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;27:e72644

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Using Large Language Models to Assess Burnout Among Health Care Workers in the Context of COVID-19 Vaccine Decisions and Health Beliefs: Retrospective Cohort Study

Samaneh Omranian, Lu He, AkkeNeel Talsma, Arielle A J Scoglio, Susan McRoy, Janet W Rich-Edwards

JMIR Nursing 2025;8:e73672

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Enhancing Pulmonary Disease Prediction Using Large Language Models With Feature Summarization and Hybrid Retrieval-Augmented Generation: Multicenter Methodological Study Based on Radiology Report

Ronghao Li, Shuai Mao, Congmin Zhu, Yingliang Yang, Chunting Tan, Li Li, Xiangdong Mu, Honglei Liu, Yuqing Yang

J Med Internet Res 2025;27:e72638

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Chatbot for the Return of Positive Genetic Screening Results for Hereditary Cancer Syndromes: Prompt Engineering Project

Emma Coen, Guilherme Del Fiol, Kimberly A Kaphingst, Emerson Borsato, Jackilen Shannon, Hadley Smith, Aaron Masino, Caitlin G Allen

JMIR Cancer 2025;11:e65848

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Patient Triage and Guidance in Emergency Departments Using Large Language Models: Multimetric Study

Chenxu Wang, Fei Wang, Shuhan Li, Qing-wen Ren, Xiaomei Tan, Yaoyu Fu, Di Liu, Guangwu Qian, Yu Cao, Rong Yin, Kang Li

J Med Internet Res 2025;27:e71613

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Designing Personalized Multimodal Mnemonics With AI: A Medical Student’s Implementation Tutorial

Noor Elabd, Zafirah Muhammad Rahman, Salma Ibrahim Abu Alinnin, Samiyah Jahan, Luciana Aparecida Campos, Ovidiu Constantin Baltatu

JMIR Med Educ 2025;11:e67926

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