Huixue Zhou

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 16

Top Topics

Natural Language Processing

Reinforcement Learning

Interactive Question Answering

Top Venues

J. Heal. Informatics Res.

Publications

Huixue Zhou, Robin Austin, Sheng-Chieh Lu, Greg M. Silverman, Yuqi Zhou, Halil Kilicoglu, Hua Xu, Rui Zhang
Complementary and Integrative Health Information in the literature: its lexicon and named entity recognition. J. Am. Medical Informatics Assoc. 31 (2) (2024)
Tiejin Chen, Longchao Da, Huixue Zhou, Pingzhi Li, Kaixiong Zhou, Tianlong Chen, Hua Wei
Privacy-preserving Fine-tuning of Large Language Models through Flatness. CoRR (2024)
Junda Wang, Zonghai Yao, Zhichao Yang, Huixue Zhou, Rumeng Li, Xun Wang, Yucheng Xu, Hong Yu
NoteChat: A Dataset of Synthetic Patient-Physician Conversations Conditioned on Clinical Notes. ACL (Findings) (2024)
Huixue Zhou, Greg M. Silverman, Zhongran Niu, Jenzi Silverman, Roni Evans, Robin Austin, Rui Zhang
Extracting Complementary and Integrative Health Approaches in Electronic Health Records. J. Heal. Informatics Res. 7 (3) (2023)
Huixue Zhou, Robin Austin, Sheng-Chieh Lu, Greg M. Silverman, Yuqi Zhou, Halil Kilicoglu, Hua Xu, Rui Zhang
Complementary and Integrative Health Lexicon (CIHLex) and Entity Recognition in the Literature. CoRR (2023)
Zihao Zhang, Zonghai Yao, Huixue Zhou, Feiyun ouyang, Hong Yu
EHRTutor: Enhancing Patient Understanding of Discharge Instructions. CoRR (2023)
Pengshan Cai, Zonghai Yao, Fei Liu, Dakuo Wang, Meghan Reilly, Huixue Zhou, Lingxi Li, Yi Cao, Alok Kapoor, Adarsha Bajracharya, Dan Berlowitz, Hong Yu
PaniniQA: Enhancing Patient Education Through Interactive Question Answering. CoRR (2023)
Mingchen Li, Yang Ye, Jeremy Yeung, Huixue Zhou, Huaiyuan Chu, Rui Zhang
W-procer: Weighted Prototypical Contrastive Learning for Medical Few-Shot Named Entity Recognition. CoRR (2023)
Pengshan Cai, Zonghai Yao, Fei Liu, Dakuo Wang, Meghan Reilly, Huixue Zhou, Lingxi Li, Yi Cao, Alok Kapoor, Adarsha Bajracharya, Dan Berlowitz, Hong Yu
PaniniQA: Enhancing Patient Education Through Interactive Question Answering. Trans. Assoc. Comput. Linguistics 11 (2023)
Yongkang Xiao, Yu Hou, Huixue Zhou, Gayo Diallo, Marcelo Fiszman, Julian Wolfson, Halil Kilicoglu, You Chen, Hua Xu, William G. Mantyh, Rui Zhang
Repurposing Drugs for Alzheimer's Diseases through Link Prediction on Biomedical Literature. ICHI (2023)
Junda Wang, Zonghai Yao, Zhichao Yang, Huixue Zhou, Rumeng Li, Xun Wang, Yucheng Xu, Hong Yu
NoteChat: A Dataset of Synthetic Doctor-Patient Conversations Conditioned on Clinical Notes. CoRR (2023)
Ying Liu, Haozhu Wang, Huixue Zhou, Mingchen Li, Yu Hou, Sicheng Zhou, Fang Wang, Rama Hoetzlein, Rui Zhang
A Review of Reinforcement Learning for Natural Language Processing, and Applications in Healthcare. CoRR (2023)
Mingchen Li, Ming Chen, Huixue Zhou, Rui Zhang
PeTailor: Improving Large Language Model by Tailored Chunk Scorer in Biomedical Triple Extraction. CoRR (2023)
Huixue Zhou, Greg M. Silverman, Zhongran Niu, Jenzi Silverman, Rui Zhang, Roni Evans, Robin Austin
Annotating Music Therapy, Chiropractic and Aquatic Exercise Using Electronic Health Record. ICHI (2022)
Huixue Zhou
Developing Natural Language Processing to Extract Complementary and Integrative Health Information from Electronic Health Record Data. ICHI (2022)
Huixue Zhou, Robin Austin, Halil Kilicoglu, Sheng-Chieh Lu, Rui Zhang
CIHLex: Complementary and Integrative Health Lexicon. AMIA (2022)