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

Stella X. Yu

University of Michigan

ORCID: 0000-0002-3507-5761

Also affiliated with University of California, Berkeley

Computer Science

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 3%percentile
1.5Author 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.

Controllable Medical Image Generation via GAN

Journal of Perceptual Imaging(2022)10.2352/j.percept.imaging.2022.5.000502
Top 19%
1.1DataRank
Top 19%23 citations

Stella X. Yu, David Whitney, Zhihang Ren

Papers

Driven by 8 papers — median percentile 69. Top paper: “Controllable Medical Image Generation via GAN”.

Controllable Medical Image Generation via GAN

Journal of Perceptual Imaging(2022)10.2352/j.percept.imaging.2022.5.000502
Top 19%
1.1DataRank
Top 19%23 citations

Stella X. Yu, David Whitney, Zhihang Ren

Quantifying Meibomian Gland Morphology Using Artificial Intelligence

Optometry and Vision Science(2021)10.1097/opx.0000000000001767
N/A
0.593DataRank · unranked
51 citations

LI Shixuan, Thao N. Yeh, Rudrasis Chakraborty, Andrew D. Graham, Stella X. Yu +2 more

A machine learning approach to predicting dry eye-related signs, symptoms and diagnoses from meibography images

Heliyon(2024)10.1016/j.heliyon.2024.e36021
Top 43%
0.434DataRank
Top 43%13 citations

Tejasvi Kothapalli, Jiayun Wang, Jennifer Ding, Vivien Tse, Penny A. Asbell +3 more

Coordinate-based neural representations for computational adaptive optics in widefield microscopy

Nature Machine Intelligence(2024)10.1038/s42256-024-00853-3
N/A
0DataRank · unranked
38 citations

Qinrong Zhang, Stella X. Yu, Na Ji, Iksung Kang

Enhancing Meibography Image Analysis Through Artificial Intelligence–Driven Quantification and Standardization for Dry Eye Research

Translational Vision Science & Technology(2024)10.1167/tvst.13.6.16
N/A
0DataRank · unranked
13 citations

Andrew D. Graham, Stella X. Yu, Meng C. Lin, Chun-Hsiao Yeh

Artificial intelligence models utilize lifestyle factors to predict dry eye related outcomes

Scientific Reports(2025)10.1038/s41598-025-96778-x
N/A
0DataRank · unranked
5 citations

Jiayun Wang, Tejasvi Kothapalli, Jennifer Ding, Helen Tasho, Alisa K. Molina +5 more

Improve Image-based Skin Cancer Diagnosis with Generative Self-Supervised Learning

(2021)10.1109/chase52844.2021.00011
N/A
0DataRank · unranked
35 citations

Yunhui Guo, Stella X. Yu, David Whitney, Zhihang Ren

Serial dependence in perception across naturalistic generative adversarial network-generated mammogram

Journal of Medical Imaging(2023)10.1117/1.jmi.10.4.045501
N/A
0DataRank · unranked
2 citations

Teresa Cañas-Bajo, Cristina Ghirardo, Mauro Manassi, Stella X. Yu, David Whitney +1 more