Huixue Zhou

9PUBLICATIONS
21CO-AUTHORS
Context learningFood properties (incl. characteristics and health benefits)Semi- and unsupervised learningDisease surveillanceReinforcement learning
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Publications (9)

|Jun 22, 2026
Benchmarking information extraction of physical activity from electronic health record with large language models: an natural language processing pipeline and comparative evaluation.

|Jan 30, 2026
NutriRAG: unleashing the power of large language models for food identification and classification through retrieval methods.

Huixue Zhou, Lisa Chow, Lisa Harnack

|Nov 21, 2025
Benchmarking retrieval-augmented large language models in biomedical NLP: Application, robustness, and self-awareness.

Mingchen Li, Zaifu Zhan, Han Yang

|Sep 25, 2025
Accelerating Medical Record Data Abstraction and Analysis in Muscular Dystrophy: Large Language Models and International Classification of Diseases Codes.

Huixue Zhou, Geetanjali Rajamani, Jiatan Huang

|Jul 14, 2025
Large Language Model Synergy for Ensemble Learning in Medical Question Answering: Design and Evaluation Study.

Han Yang, Mingchen Li, Huixue Zhou

|Aug 29, 2024
A review of reinforcement learning for natural language processing and applications in healthcare.

Ying Liu, Haozhu Wang, Huixue Zhou

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Frequent Collaborators

7 joint publications

Rui Zhang

5 joint publications

Han Yang

4 joint publications

Yongkang Xiao

2 joint publications

Mingchen Li