🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Huixue Zhou

University of Minnesota

ORCID: 0000-0002-6524-5506

Also affiliated with University of Minnesota System

Computer ScienceBiochemistry, Genetics and Molecular BiologyMedicine

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 4%percentile
0.609Author DataRank

Indexed papers

1in pilot corpus
datarank_citation_only_1hop_v6· scope data_onlyMethodology
Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 1 indexed paper attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

Top data-sharing exemplar

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

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

Journal of the American Medical Informatics Association(2023)10.1093/jamia/ocad216
Top 32%
0.609DataRank
Top 32%20 citations

Robin Austin, Sheng-Chieh Lu, Greg Silverman, Yuqi Zhou, Halil Kilicoglu +3 more

Papers

Driven by 12 papers — median percentile 68. Top paper: “Complementary and Integrative Health Information in the literature: its lexicon and named entity recognition”.

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

Journal of the American Medical Informatics Association(2023)10.1093/jamia/ocad216
Top 32%
0.609DataRank
Top 32%20 citations

Robin Austin, Sheng-Chieh Lu, Greg Silverman, Yuqi Zhou, Halil Kilicoglu +3 more

W-procer: Weighted Prototypical Contrastive Learning for Medical Few-Shot Named Entity Recognition

arXiv (Cornell University)(2023)10.48550/arxiv.2305.18624
N/A
0.104DataRank · unranked
1 citations

Yang Ye, Jeremy Yeung, Huixue Zhou, Huaiyuan Chu, Rui Zhang +1 more

A Review of Reinforcement Learning for Natural Language Processing, and Applications in Healthcare

arXiv (Cornell University)(2023)10.48550/arxiv.2310.18354
N/A
0DataRank · unranked
4 citations

Haozhu Wang, Huixue Zhou, Mingchen Li, Yu Hou, Sicheng Zhou +4 more

Repurposing Non-pharmacological Interventions for Alzheimer’s Diseases through Link Prediction on Biomedical Literature

medRxiv(2023)10.1101/2023.05.15.23290002
N/A
0DataRank · unranked
1 citations

Yu Hou, Huixue Zhou, Gayo Diallo, Marcelo Fiszman, Julian Wolfson +7 more

PaniniQA: Enhancing Patient Education Through Interactive Question Answering

arXiv (Cornell University)(2023)10.48550/arxiv.2308.03253
N/A
0DataRank · unranked
0 citations

Zonghai Yao, Fei Liu, Dakuo Wang, M.H. Reilly, Huixue Zhou +7 more

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

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae095
N/A
0DataRank · unranked
50 citations

Huixue Zhou, Han Yang, Rui Zhang, Mingchen Li

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

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae147
N/A
0DataRank · unranked
25 citations

Mingchen Li, Yongkang Xiao, Han Yang, Rui Zhang, Huixue Zhou

FuseLinker: Leveraging LLM’s pre-trained text embeddings and domain knowledge to enhance GNN-based link prediction on biomedical knowledge graphs

Journal of Biomedical Informatics(2024)10.1016/j.jbi.2024.104730
N/A
0DataRank · unranked
19 citations

Sinian Zhang, Huixue Zhou, Mingchen Li, Han Yang, Rui Zhang +1 more

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

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae215
N/A
0DataRank · unranked
18 citations

Haozhu Wang, Huixue Zhou, Mingchen Li, Yu Hou, Sicheng Zhou +4 more

Repurposing non-pharmacological interventions for Alzheimer's disease through link prediction on biomedical literature

Scientific Reports(2024)10.1038/s41598-024-58604-8
N/A
0DataRank · unranked
19 citations

Yu Hou, Huixue Zhou, Gayo Diallo, Marcelo Fiszman, Julian Wolfson +8 more

DrKGC: Dynamic Subgraph Retrieval-Augmented LLMs for Knowledge Graph Completion across General and Biomedical Domains

(2025)10.18653/v1/2025.findings-emnlp.892
N/A
0DataRank · unranked
3 citations

Sinian Zhang, Yiping Dai, Huixue Zhou, Jue Hou, Jie Ding +2 more

Extracting Complementary and Integrative Health Approaches in Electronic Health Records

Journal of Healthcare Informatics Research(2023)10.1007/s41666-023-00137-2
N/A
0DataRank · unranked
2 citations

Greg Silverman, Zhongran Niu, Jenzi Silverman, Roni Evans, Robin Austin +2 more