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Huixue Zhou

University of Minnesota

United States

Research Interests

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Professors in United States Professors in Medical Imaging Medical Imaging professors in United States

Articles (11)

Year:

2026

Year:

2026

Year:

2026

Year:

2026

Year:

2025

Year:

2025

Year:

2025

Year:

2024

Year:

2024

Year:

2024

Year:

2023

Collaborators (6)

Peter Kang

Executive, Administrative, and Managerial Staff, Associate Dean

University of Minnesota

UNITED STATES

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Rui Zhang

University of Minnesota

UNITED STATES

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Annette Xenopoulos-Oddsson

University of Minnesota Twin Cities

UNITED STATES

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Feng Xie

Assistant Professor

University of Minnesota Twin Cities

UNITED STATES

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Lisa Chow

Faculty, Professor

University of Minnesota

UNITED STATES

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Lisa Harnack

University of Minnesota

UNITED STATES

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Huixue Zhou

Research Interests

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Articles (11)

Early epilepsy detection from electronic health records with large language models

Benchmarking information extraction of physical activity from electronic health record with large language models: an natural language processing pipeline and comparative evaluation

Completing Multimodal Biomedical Knowledge Graphs with Schema-Aware Modality Imputation and Alignment

NutriRAG: unleashing the power of large language models for food identification and classification through retrieval methods

Accelerating Medical Record Data Abstraction and Analysis in Muscular Dystrophy

Large Language Model Synergy for Ensemble Learning in Medical Question Answering: Design and Evaluation Study

Benchmarking Retrieval-Augmented Large Language Models in Biomedical NLP: Application, Robustness, and Self-Awareness

A review of reinforcement learning for natural language processing and applications in healthcare

LEAP: LLM instruction-example adaptive prompting framework for biomedical relation extraction

RT: a Retrieving and Chain-of-Thought framework for few-shot medical named entity recognition

Complementary and Integrative Health Information in the literature: its lexicon and named entity recognition

Collaborators (6)

Peter Kang

Rui Zhang

Annette Xenopoulos-Oddsson

Feng Xie

Lisa Chow

Lisa Harnack

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