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

Zhiyu Wan

ShanghaiTech University

ORCID: 0000-0003-3752-5778
Computer ScienceMedicineSocial Sciences

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
0.641Author 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.

Managing re-identification risks while providing access to the All of Us research program

Journal of the American Medical Informatics Association(2023)10.1093/jamia/ocad021
Top 31%
0.641DataRank
Top 31%14 citations

Melissa Basford, Robert J. Carroll, Ellen Wright Clayton, Paul A. Harris, Murat Kantacioglu +6 more

Papers

Driven by 16 papers — median percentile 69. Top paper: “Managing re-identification risks while providing access to the All of Us research program”.

Managing re-identification risks while providing access to the All of Us research program

Journal of the American Medical Informatics Association(2023)10.1093/jamia/ocad021
Top 31%
0.641DataRank
Top 31%14 citations

Melissa Basford, Robert J. Carroll, Ellen Wright Clayton, Paul A. Harris, Murat Kantacioglu +6 more

Sociotechnical safeguards for genomic data privacy

Nature Reviews Genetics(2022)10.1038/s41576-022-00455-y
N/A
0DataRank · unranked
135 citations

James W. Hazel, Ellen Wright Clayton, Yevgeniy Vorobeychik, Murat Kantarcıoğlu, Bradley Malin +1 more

A Multifaceted benchmarking of synthetic electronic health record generation models

Nature Communications(2022)10.1038/s41467-022-35295-1
N/A
0DataRank · unranked
89 citations

Yao Yan, Zhiyu Wan, Ziqi Zhang, Larsson Omberg, Justin Guinney +3 more

The Public Perception of the #GeneEditedBabies Event Across Multiple Social Media Platforms: Observational Study

Journal of Medical Internet Research(2022)10.2196/31687
N/A
0DataRank · unranked
16 citations

Zhiyu Wan, Chao Yan, Yongtai Liu, Ellen Wright Clayton, Bradley Malin +2 more

Implicit Incentives Among Reddit Users to Prioritize Attention Over Privacy and Reveal Their Faces When Discussing Direct-to-Consumer Genetic Test Results: Topic and Attention Analysis

JMIR Infodemiology(2022)10.2196/35702
N/A
0DataRank · unranked
3 citations

Zhijun Yin, Zhiyu Wan, Chao Yan, Weiyi Xia, Congning Ni +5 more

When to Share Your Genome to an Online Community: A Game Theoretic Approach to Balance Privacy Risks and Familial Benefits

Research Square(2022)10.21203/rs.3.rs-1784480/v1
N/A
0DataRank · unranked
0 citations

Ellen Wright Clayton, Murat Kantarcıoğlu, Yevgeniy Vorobeychik, Myrna Wooders, Zhiyu Wan +3 more

Examining Rural and Urban Sentiment Difference in COVID-19–Related Topics on Twitter: Word Embedding–Based Retrospective Study

Journal of Medical Internet Research(2023)10.2196/42985
N/A
0DataRank · unranked
14 citations

Zhijun Yin, Congning Ni, Chao Yan, Zhiyu Wan, Bradley Malin +1 more

Defending Against Membership Inference Attacks on Beacon Services

ACM Transactions on Privacy and Security(2023)10.1145/3603627
N/A
0DataRank · unranked
9 citations

Zhiyu Wan, Bradley Malin, Yevgeniy Vorobeychik, Rajagopal Venkatesaramani

A game theoretic approach to balance privacy risks and familial benefits

Scientific Reports(2023)10.1038/s41598-023-33177-0
N/A
0DataRank · unranked
4 citations

Ellen Wright Clayton, Murat Kantarcıoğlu, Yevgeniy Vorobeychik, Myrna Wooders, Zhiyu Wan +3 more

PanDa Game: Optimized Privacy-Preserving Publishing of Individual-Level Pandemic Data Based on a Game Theoretic Model

IEEE Transactions on NanoBioscience(2023)10.1109/tnb.2023.3284092
N/A
0DataRank · unranked
4 citations

Zhiyu Wan, J Thomas Brown, Chao Yan, Bradley Malin, Abinitha Gourabathina

Enabling tradeoffs in privacy and utility in genomic data Beacons and summary statistics

Genome Research(2023)10.1101/gr.277674.123
N/A
0DataRank · unranked
6 citations

Zhiyu Wan, Bradley Malin, Yevgeniy Vorobeychik, Rajagopal Venkatesaramani

Enabling Trade-offs in Privacy and Utility in Genomic Data Beacons and Summary Statistics

arXiv (Cornell University)(2023)10.48550/arxiv.2302.01763
N/A
0DataRank · unranked
1 citations

Zhiyu Wan, Bradley Malin, Yevgeniy Vorobeychik, Rajagopal Venkatesaramani

Applications and Concerns of ChatGPT and Other Conversational Large Language Models in Health Care: Systematic Review

Journal of Medical Internet Research(2024)10.2196/22769
N/A
0DataRank · unranked
130 citations

Zhiyu Wan, Congning Ni, Qingyuan Song, Yang Li, Ellen Wright Clayton +3 more

A Systematic Review of ChatGPT and Other Conversational Large Language Models in Healthcare

medRxiv(2024)10.1101/2024.04.26.24306390
N/A
0DataRank · unranked
38 citations

Zhiyu Wan, Congning Ni, Qingyuan Song, Yang Li, Ellen Wright Clayton +3 more

OUP accepted manuscript

Journal of the American Medical Informatics Association(2020)10.1093/jamia/ocaa327
N/A
0DataRank · unranked
20 citations

Yongtai Liu, Zhiyu Wan, Yevgeniy Vorobeychik, Murat Kantacioglu, Steve Nyemba +3 more

Evaluating Sex and Age Biases in Multimodal Large Language Models for Skin Disease Identification from Dermatoscopic Images

Health Data Science(2025)10.34133/hds.0256
N/A
0DataRank · unranked
7 citations

Yuhang Guo, Shunxing Bao, Qian Wang, Bradley Malin, Zhiyu Wan