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

Nayoon Gim

Gyeongsang National University

ORCID: 0000-0001-6169-7452

Also affiliated with Simulation Technologies (United States)

Materials ScienceEngineeringEnergy

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 5%percentile
0.451Author 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.

Publicly available imaging datasets for age-related macular degeneration: Evaluation according to the Findable, Accessible, Interoperable, Reusable (FAIR) principles

Experimental Eye Research(2025)10.1016/j.exer.2025.110342
Top 51%
0.347DataRank
Top 51%4 citations

A. M. Ferguson, Marian Blazes, Sanjay Soundarajan, Aydan Gasimova, Yu Jiang +19 more

Papers

Driven by 10 papers — median percentile 36. Top paper: “AI-readiness Criteria for Biomedical Data”.

AI-readiness Criteria for Biomedical Data

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.10.23.619844
N/A
1.2DataRank · unranked
24 citations

J. Harry Caufield, Jillian A. Parker, Mohammad Sadnan Al Manir, Edilberto Amorim, James A. Eddy +26 more

AI-READI: rethinking AI data collection, preparation and sharing in diabetes research and beyond

Nature Metabolism(2024)10.1038/s42255-024-01165-x
N/A
0.500DataRank · unranked
27 citations

Virginia R. de, Kadija Ferryman, Prachee Jain, Cecilia S. Lee, Jennifer Li‐Pook‐Than +61 more

Publicly available imaging datasets for age-related macular degeneration: Evaluation according to the Findable, Accessible, Interoperable, Reusable (FAIR) principles

Experimental Eye Research(2025)10.1016/j.exer.2025.110342
Top 51%
0.347DataRank
Top 51%4 citations

A. M. Ferguson, Marian Blazes, Sanjay Soundarajan, Aydan Gasimova, Yu Jiang +19 more

Outer Retinal Thinning is Associated With Brain Atrophy in Early Age-Related Macular Degeneration

American Journal of Ophthalmology(2024)10.1016/j.ajo.2024.09.033
N/A
0.269DataRank · unranked
5 citations

Thomas A. Swain, Nayoon Gim, Marian Blazes, Christine Mac Donald, Ariel Rokem +12 more

Elevated Intraocular Pressure Immediately after Cataract Surgery and Future Risk of Primary Open-Angle Glaucoma in the IRIS® Registry (Intelligent Research in Sight)

Ophthalmology Science(2025)10.1016/j.xops.2025.100851
Top 78%
0.104DataRank
Top 78%1 citations

Yu Jiang, Yelena Bagdasarova, A. M. Ferguson, Marian Blazes, Aaron Lee +4 more

Estimating Uncertainty of Geographic Atrophy Segmentations with Bayesian Deep Learning

Ophthalmology Science(2024)10.1016/j.xops.2024.100587
N/A
0DataRank · unranked
3 citations

Anand E. Rajesh, Nayoon Gim, Marian Blazes, Cecilia S. Lee, Niranchana Macivannan +14 more

The march to harmonized imaging standards for retinal imaging

Progress in Retinal and Eye Research(2025)10.1016/j.preteyeres.2025.101363
N/A
0DataRank · unranked
1 citations

Alina N Ferguson, Marian Blazes, Cecilia S. Lee, Aaron Lee, Nayoon Gim

Navigating open data sharing and privacy in the age of clinical AI research: from reidentification to pseudo-reidentification

EClinicalMedicine(2025)10.1016/j.eclinm.2025.103729
N/A
0DataRank · unranked
0 citations

Anna Heinke, Fritz Gerald P. Kalaw, Nayoon Gim, Marian Blazes, Julia P. Owen +14 more

Retinal imaging in an era of open science and privacy protection

Experimental Eye Research(2025)10.1016/j.exer.2025.110341
N/A
0DataRank · unranked
1 citations

Marian Blazes, Clara I. Sánchez, Luca Zalunardo, Giulia Corradetti, Tobias Elze +13 more

A Clinician's Guide to Sharing Data for AI in Ophthalmology

Investigative Ophthalmology & Visual Science(2024)10.1167/iovs.65.6.21
N/A
0DataRank · unranked
8 citations

Yue Wu, Marian Blazes, Cecilia S. Lee, Ruikang K. Wang, Aaron Lee +1 more