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

Yiliang Zhou

Cornell University

ORCID: 0009-0002-7457-7075

Also affiliated with Weill Cornell Medicine

Computer ScienceMedicineBiochemistry, Genetics and Molecular BiologyEngineering

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 100%percentile
0Author 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.

Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge

PubMed(2023)10.48550/arxiv.2310.16112
Top 100%
0DataRank
Top 100%0 citations

Yiliang Zhou, Song Wang, Ajay Jaiswal, Mingquan Lin, Sherry Zhuge +20 more

Papers

Driven by 11 papers — median percentile 0. Top paper: “Hidden flaws behind expert-level accuracy of multimodal GPT-4 vision in medicine”.

Hidden flaws behind expert-level accuracy of multimodal GPT-4 vision in medicine

PubMed(2024)10.48550/arxiv.2401.08396
N/A
0.355DataRank · unranked
2 citations

Fangyuan Chen, Yiliang Zhou, Ziyang Xu, Justin M. Cheung, Robert F. Chen +13 more

A natural language processing approach to detect inconsistencies in death investigation notes attributing suicide circumstances

Communications Medicine(2024)10.1038/s43856-024-00631-7
N/A
0.165DataRank · unranked
2 citations

Yiliang Zhou, Ziqiang Han, Cui Tao, Yunyu Xiao, Ying Ding +3 more

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
0DataRank · unranked
73 citations

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

Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge

Medical Image Analysis(2024)10.1016/j.media.2024.103224
N/A
0DataRank · unranked
37 citations

Yiliang Zhou, Song Wang, Ajay Jaiswal, Mingquan Lin, Sherry Zhuge +20 more

Enhancing disease detection in radiology reports through fine-tuning lightweight LLM on weak labels

PubMed(2024)10.48550/arxiv.2409.16563
N/A
0DataRank · unranked
4 citations

Xindi Wang, Hanley Ong, Yiliang Zhou, Adam E. Flanders, George Shih +2 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

Uncovering Misattributed Suicide Causes through Annotation Inconsistency Detection in Death Investigation Notes

arXiv (Cornell University)(2024)10.48550/arxiv.2403.19432
N/A
0DataRank · unranked
1 citations

Yiliang Zhou, Ziqiang Han, Cui Tao, Yunyu Xiao, Ying Ding +3 more

Evaluating GPT-4 with Vision on Detection of Radiological Findings on Chest Radiographs

arXiv (Cornell University)(2024)10.48550/arxiv.2403.15528
N/A
0DataRank · unranked
0 citations

Hanley Ong, Patrick Kennedy, Carol C. Wu, Jacob Kazam, Keith Hentel +4 more

Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge

PubMed(2023)10.48550/arxiv.2310.16112
Top 100%
0DataRank
Top 100%0 citations

Yiliang Zhou, Song Wang, Ajay Jaiswal, Mingquan Lin, Sherry Zhuge +20 more

CXR-LT 2024: A MICCAI challenge on long-tailed, multi-label, and zero-shot disease classification from chest X-ray

Medical Image Analysis(2025)10.1016/j.media.2025.103739
N/A
0DataRank · unranked
6 citations

Gregory Holste, Song Wang, Yiliang Zhou, Yishu Wei, Imon Banerjee +29 more

Hidden flaws behind expert-level accuracy of multimodal GPT-4 vision in medicine

npj Digital Medicine(2024)10.1038/s41746-024-01185-7
N/A
0DataRank · unranked
120 citations

Fangyuan Chen, Yiliang Zhou, Ziyang Xu, Justin M. Cheung, Robert F. Chen +13 more