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

Gongbo Zhang

Columbia University

ORCID: 0009-0001-0077-3615
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
0.697Author DataRank

Indexed papers

2in 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 2 indexed papers 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.

Translational drug–interaction corpus

Database(2022)10.1093/database/baac031
Top 42%
0.444DataRank
Top 42%8 citations

Heng‐Yi Wu, Lei Wang, Gongbo Zhang, Luís M. Rocha, Hagit Shatkay +2 more

Papers

Driven by 10 papers — median percentile 49. Top paper: “Closing the gap between open source and commercial large language models for medical evidence summarization”.

Closing the gap between open source and commercial large language models for medical evidence summarization

npj Digital Medicine(2024)10.1038/s41746-024-01239-w
N/A
0.648DataRank · unranked
74 citations

Qiao Jin, Yiliang Zhou, Song Wang, Betina Idnay, Hanley Ong +9 more

Leveraging long context in retrieval augmented language models for medical question answering

npj Digital Medicine(2025)10.1038/s41746-025-01651-w
N/A
0.614DataRank · unranked
59 citations

Zihan Xu, Qiao Jin, Fangyi Chen, Yilu Fang, Yi Liu +6 more

Translational drug–interaction corpus

Database(2022)10.1093/database/baac031
Top 42%
0.444DataRank
Top 42%8 citations

Heng‐Yi Wu, Lei Wang, Gongbo Zhang, Luís M. Rocha, Hagit Shatkay +2 more

Mini-mental status examination phenotyping for Alzheimer’s disease patients using both structured and narrative electronic health record features

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae274
Top 60%
0.253DataRank
Top 60%4 citations

Gongbo Zhang, Fangyi Chen, Casey Ta, Matthew W. Schelke, Karen Marder +2 more

A MapReduce Approach to Effectively Utilize Long Context Information in Retrieval Augmented Language Models

arXiv (Cornell University)(2024)10.48550/arxiv.2412.15271
N/A
0DataRank · unranked
0 citations

Zihan Xu, Qiao Jin, Fangyi Chen, Yilu Fang, Yi Liu +6 more

Utilizing image and caption information for biomedical document classification

Bioinformatics(2021)10.1093/bioinformatics/btab331
N/A
0DataRank · unranked
20 citations

Xiangying Jiang, Gongbo Zhang, Juan Trelles Trabucco, Daniela Raciti, Cynthia L. Smith +5 more

Semi-supervised learning from small annotated data and large unlabeled data for fine-grained Participants, Intervention, Comparison, and Outcomes entity recognition

Journal of the American Medical Informatics Association(2025)10.1093/jamia/ocae326
N/A
0DataRank · unranked
6 citations

Gongbo Zhang, Yilu Fang, Yifan Peng, Chunhua Weng, Fangyi Chen

Rare disease diagnosis using knowledge guided retrieval augmentation for ChatGPT

Journal of Biomedical Informatics(2024)10.1016/j.jbi.2024.104702
N/A
0DataRank · unranked
38 citations

Wendy K. Chung, Médéric Jeanne, Gongbo Zhang, Chunhua Weng, Charlotte Zelin

Leveraging generative AI for clinical evidence synthesis needs to ensure trustworthiness

Journal of Biomedical Informatics(2024)10.1016/j.jbi.2024.104640
N/A
0DataRank · unranked
37 citations

Qiao Jin, Denis Jered McInerney, Yong Chen, Fei Wang, Curtis L. Cole +9 more

Closing the gap between open-source and commercial large language models for medical evidence summarization

arXiv (Cornell University)(2024)10.48550/arxiv.2408.00588
N/A
0DataRank · unranked
2 citations

Qiao Jin, Yiliang Zhou, Song Wang, Betina Idnay, Hanley Ong +9 more