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Huixue Zhou
Huixue Zhou
Verified email at umn.edu - Homepage
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Year
Paniniqa: Enhancing patient education through interactive question answering
P Cai, Z Yao, F Liu, D Wang, M Reilly, H Zhou, L Li, Y Cao, A Kapoor, ...
Transactions of the Association for Computational Linguistics 11, 1518-1536, 2023
62023
Notechat: A dataset of synthetic doctor-patient conversations conditioned on clinical notes
J Wang, Z Yao, Z Yang, H Zhou, R Li, X Wang, Y Xu, H Yu
arXiv preprint arXiv:2310.15959, 2023
52023
Complementary and Integrative Health Information in the literature: its lexicon and named entity recognition
H Zhou, R Austin, SC Lu, GM Silverman, Y Zhou, H Kilicoglu, H Xu, ...
Journal of the American Medical Informatics Association 31 (2), 426-434, 2024
42024
PeTailor: Improving Large Language Model by Tailored Chunk Scorer in Biomedical Triple Extraction
M Li, M Chen, H Zhou, R Zhang
arXiv preprint arXiv:2310.18463, 2023
32023
W-procer: Weighted Prototypical Contrastive Learning for Medical Few-Shot Named Entity Recognition
M Li, Y Ye, J Yeung, H Zhou, H Chu, R Zhang
arXiv preprint arXiv:2305.18624, 2023
32023
Developing Natural Language Processing to Extract Complementary and Integrative Health Information from Electronic Health Record Data
H Zhou
2022 IEEE 10th International Conference on Healthcare Informatics (ICHI …, 2022
32022
Repurposing non-pharmacological interventions for Alzheimer's disease through link prediction on biomedical literature
Y Xiao, Y Hou, H Zhou, G Diallo, M Fiszman, J Wolfson, L Zhou, ...
Scientific Reports 14 (1), 8693, 2024
22024
Ehrtutor: Enhancing patient understanding of discharge instructions
Z Zhang, Z Yao, H Zhou, H Yu
arXiv preprint arXiv:2310.19212, 2023
22023
One LLM is not Enough: Harnessing the Power of Ensemble Learning for Medical Question Answering
H Yang, M Li, H Zhou, Y Xiao, Q Fang, R Zhang
medRxiv, 2023
12023
Complementary and Integrative Health Lexicon (CIHLex) and Entity Recognition in the Literature
H Zhou, R Austin, SC Lu, G Silverman, Y Zhou, H Kilicoglu, H Xu, ...
arXiv preprint arXiv:2305.17353, 2023
12023
Annotating Music Therapy, Chiropractic and Aquatic Exercise Using Electronic Health Record
H Zhou, G Silverman, Z Niu, J Silverman, R Zhang, R Evans, R Austin
2022 IEEE 10th International Conference on Healthcare Informatics (ICHI …, 2022
12022
RT: a Retrieving and Chain-of-Thought framework for few-shot medical named entity recognition
M Li, H Zhou, H Yang, R Zhang
Journal of the American Medical Informatics Association, ocae095, 2024
2024
Privacy-preserving Fine-tuning of Large Language Models through Flatness
T Chen, L Da, H Zhou, P Li, K Zhou, T Chen, H Wei
arXiv preprint arXiv:2403.04124, 2024
2024
A Review of Reinforcement Learning for Natural Language Processing, and Applications in Healthcare
Y Liu, H Wang, H Zhou, M Li, Y Hou, S Zhou, F Wang, R Hoetzlein, ...
arXiv preprint arXiv:2310.18354, 2023
2023
Extracting Complementary and Integrative Health Approaches in Electronic Health Records
H Zhou, G Silverman, Z Niu, J Silverman, R Evans, R Austin, R Zhang
Journal of Healthcare Informatics Research 7 (3), 277-290, 2023
2023
Repurposing Drugs for Alzheimer's Diseases through Link Prediction on Biomedical Literature
Y Xiao, Y Hou, H Zhou, G Diallo, M Fiszman, J Wolfson, H Kilicoglu, ...
2023 IEEE 11th International Conference on Healthcare Informatics (ICHI …, 2023
2023
LLM Instruction-Example Adaptive Prompting (LEAP) Framework for Clinical Relation Extraction
H Zhou, M Li, Y Xiao, H Yang, R Zhang
medRxiv, 2023.12. 15.23300059, 2023
2023
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