Theme Issue 2024: Health Natural Language Processing and Applications with Large Language Models

A Vision-Language–Guided Multimodal Fusion Network for Glottic Carcinoma Early Diagnosis: Model Development and Validation Study

Zhaohui Jin, Yi Shuai, Yun Li, Mianmian Chen, Yumeng Liu, Wenbin Lei, Xiaomao Fan

JMIR Med Inform 2025 (Oct 08); 13:e74902

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Heterogeneous Network With Multiview Path Aggregation: Drug–Target Interaction Prediction Study Design

Haixue Zhao, Kui Yao, Yunjiong Liu, Chao Che, Lin Tang

JMIR Med Inform 2025 (Oct 02); 13:e74974

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Leveraging Retrieval-Augmented Large Language Models for Dietary Recommendations With Traditional Chinese Medicine’s Medicine Food Homology: Algorithm Development and Validation

Hangyu Sha, Fan Gong, Bo Liu, Runfeng Liu, Haofen Wang, Tianxing Wu

JMIR Med Inform 2025 (Aug 21); 13:e75279

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Evaluating and Improving Syndrome Differentiation Thinking Ability in Large Language Models: Method Development Study

Chunliang Chen, Xinyu Wang, Ming Guan, Wenjing Yue, Yuanbin Wu, Ya Zhou, Xiaoling Wang

JMIR Med Inform 2025 (Jun 20); 13:e75103

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