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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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Large Language Model–Driven Knowledge Graph Construction in Sepsis Care Using Multicenter Clinical Databases: Development and Usability Study

Hao Yang, Jiaxi Li, Chi Zhang, Alejandro Pazos Sierra, Bairong Shen

J Med Internet Res 2025;27:e65537

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Prompt Engineering an Informational Chatbot for Education on Mental Health Using a Multiagent Approach for Enhanced Compliance With Prompt Instructions: Algorithm Development and Validation

Per Niklas Waaler, Musarrat Hussain, Igor Molchanov, Lars Ailo Bongo, Brita Elvevåg

JMIR AI 2025;4:e69820

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Prompt Framework for Extracting Scale-Related Knowledge Entities from Chinese Medical Literature: Development and Evaluation Study

Jie Hao, Zhenli Chen, Qinglong Peng, Liang Zhao, Wanqing Zhao, Shan Cong, Junlian Li, Jiao Li, Qing Qian, Haixia Sun

J Med Internet Res 2025;27:e67033

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Unraveling Online Mental Health Through the Lens of Early Maladaptive Schemas: AI-Enabled Content Analysis of Online Mental Health Communities

Beng Heng Ang, Sujatha Das Gollapalli, Mingzhe Du, See-Kiong Ng

J Med Internet Res 2025;27:e59524

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Investigating the Classification of Living Kidney Donation Experiences on Reddit and Understanding the Sensitivity of ChatGPT to Prompt Engineering: Content Analysis

Joshua Nielsen, Xiaoyu Chen, LaShara Davis, Amy Waterman, Monica Gentili

JMIR AI 2025;4:e57319

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Evaluating and Enhancing Japanese Large Language Models for Genetic Counseling Support: Comparative Study of Domain Adaptation and the Development of an Expert-Evaluated Dataset

Takuya Fukushima, Masae Manabe, Shuntaro Yada, Shoko Wakamiya, Akiko Yoshida, Yusaku Urakawa, Akiko Maeda, Shigeyuki Kan, Masayo Takahashi, Eiji Aramaki

JMIR Med Inform 2025;13:e65047

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Application of Large Language Models in Medical Training Evaluation—Using ChatGPT as a Standardized Patient: Multimetric Assessment

Chenxu Wang, Shuhan Li, Nuoxi Lin, Xinyu Zhang, Ying Han, Xiandi Wang, Di Liu, Xiaomei Tan, Dan Pu, Kang Li, Guangwu Qian, Rong Yin

J Med Internet Res 2025;27:e59435

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Integrating GPT-Based AI into Virtual Patients to Facilitate Communication Training Among Medical First Responders: Usability Study of Mixed Reality Simulation

Rodrigo Gutiérrez Maquilón, Jakob Uhl, Helmut Schrom-Feiertag, Manfred Tscheligi

JMIR Form Res 2024;8:e58623

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