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Journal of the American Medical Informatics Association : JAMIA
|
May 6, 2024
RT: a Retrieving and Chain-of-Thought framework for few-shot medical named entity recognition
Mingchen Li, Huixue Zhou, Han Yang, et al.
Journal of the American Medical Informatics Association : JAMIA
|
June 21, 2024
LEAP: LLM instruction-example adaptive prompting framework for biomedical relation extraction
Huixue Zhou, Mingchen Li, Yongkang Xiao, et al.
Medrxiv : the Preprint Server for Health Sciences
|
January 3, 2024
LLM Instruction-Example Adaptive Prompting (LEAP) Framework for Clinical Relation Extraction
Huixue Zhou, Mingchen Li, Yongkang Xiao, et al.
Npj Health Systems
|
May 15, 2026
EPEE: towards efficient and effective foundation models in biomedicine
Zaifu Zhan, Shuang Zhou, Huixue Zhou, et al.
Medrxiv : the Preprint Server for Health Sciences
|
January 10, 2024
One LLM is not Enough: Harnessing the Power of Ensemble Learning for Medical Question Answering
Han Yang, Mingchen Li, Huixue Zhou, et al.
Journal of Biomedical Informatics
|
September 26, 2024
FuseLinker: Leveraging LLM's pre-trained text embeddings and domain knowledge to enhance GNN-based link prediction on biomedical knowledge graphs
Yongkang Xiao, Sinian Zhang, Huixue Zhou, et al.
Journal of Healthcare Informatics Research
|
August 28, 2023
Extracting Complementary and Integrative Health Approaches in Electronic Health Records
Huixue Zhou, Greg Silverman, Zhongran Niu, et al.
Proceedings. IEEE International Conference on Healthcare Informatics
|
April 19, 2023
Annotating Music Therapy, Chiropractic and Aquatic Exercise Using Electronic Health Record
Huixue Zhou, Greg Silverman, Zhongran Niu, et al.
Journal of Medical Internet Research
|
July 14, 2025
Large Language Model Synergy for Ensemble Learning in Medical Question Answering: Design and Evaluation Study
Han Yang, Mingchen Li, Huixue Zhou, et al.
Science Advances
|
November 21, 2025
Benchmarking retrieval-augmented large language models in biomedical NLP: Application, robustness, and self-awareness
Mingchen Li, Zaifu Zhan, Han Yang, et al.
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of 3
Search research articles
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Showing results (1-10 of 24) with videos related to
Sort By:
Page
of 3
Journal of the American Medical Informatics Association : JAMIA
|
May 6, 2024
RT: a Retrieving and Chain-of-Thought framework for few-shot medical named entity recognition
Mingchen Li, Huixue Zhou, Han Yang, et al.
Journal of the American Medical Informatics Association : JAMIA
|
June 21, 2024
LEAP: LLM instruction-example adaptive prompting framework for biomedical relation extraction
Huixue Zhou, Mingchen Li, Yongkang Xiao, et al.
Medrxiv : the Preprint Server for Health Sciences
|
January 3, 2024
LLM Instruction-Example Adaptive Prompting (LEAP) Framework for Clinical Relation Extraction
Huixue Zhou, Mingchen Li, Yongkang Xiao, et al.
Npj Health Systems
|
May 15, 2026
EPEE: towards efficient and effective foundation models in biomedicine
Zaifu Zhan, Shuang Zhou, Huixue Zhou, et al.
Medrxiv : the Preprint Server for Health Sciences
|
January 10, 2024
One LLM is not Enough: Harnessing the Power of Ensemble Learning for Medical Question Answering
Han Yang, Mingchen Li, Huixue Zhou, et al.
Journal of Biomedical Informatics
|
September 26, 2024
FuseLinker: Leveraging LLM's pre-trained text embeddings and domain knowledge to enhance GNN-based link prediction on biomedical knowledge graphs
Yongkang Xiao, Sinian Zhang, Huixue Zhou, et al.
Journal of Healthcare Informatics Research
|
August 28, 2023
Extracting Complementary and Integrative Health Approaches in Electronic Health Records
Huixue Zhou, Greg Silverman, Zhongran Niu, et al.
Proceedings. IEEE International Conference on Healthcare Informatics
|
April 19, 2023
Annotating Music Therapy, Chiropractic and Aquatic Exercise Using Electronic Health Record
Huixue Zhou, Greg Silverman, Zhongran Niu, et al.
Journal of Medical Internet Research
|
July 14, 2025
Large Language Model Synergy for Ensemble Learning in Medical Question Answering: Design and Evaluation Study
Han Yang, Mingchen Li, Huixue Zhou, et al.
Science Advances
|
November 21, 2025
Benchmarking retrieval-augmented large language models in biomedical NLP: Application, robustness, and self-awareness
Mingchen Li, Zaifu Zhan, Han Yang, et al.
Page
of 3