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

Lauren P. Daskivich

University of Southern California

ORCID: 0000-0001-8433-0485

Also affiliated with Los Angeles County Department of Health Services, LAC+USC Medical Center, Los Angeles Medical Center, Southern California Eye Institute

Medicine

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
0.388Author 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.

Comparison of Deep Learning and Clinician Performance for Detecting Referable Glaucoma from Fundus Photographs in a Safety Net Population

Ophthalmology Science(2025)10.1016/j.xops.2025.100751
Top 47%
0.388DataRank
Top 47%10 citations

Sreenidhi Iyengar, Haroon Rasheed, Galo Apolo, Zhiwei Li, Aniket Kumar +19 more

Papers

Driven by 7 papers — median percentile 53. Top paper: “Comparison of Deep Learning and Clinician Performance for Detecting Referable Glaucoma from Fundus Photographs in a Safety Net Population”.

Comparison of Deep Learning and Clinician Performance for Detecting Referable Glaucoma from Fundus Photographs in a Safety Net Population

Ophthalmology Science(2025)10.1016/j.xops.2025.100751
Top 47%
0.388DataRank
Top 47%10 citations

Sreenidhi Iyengar, Haroon Rasheed, Galo Apolo, Zhiwei Li, Aniket Kumar +19 more

Capillary density and caliber as assessed by optical coherence tomography angiography may be significant predictors of diabetic retinopathy severity

PLoS ONE(2022)10.1371/journal.pone.0262996
N/A
0DataRank · unranked
13 citations

Kaitlin Kogachi, Melissa Mert, Zhongdi Chu, Anoush Shahidzadeh, Neal Palejwala +11 more

A deep learning model for novel systemic biomarkers in photographs of the external eye: a retrospective study

The Lancet Digital Health(2023)10.1016/s2589-7500(23)00022-5
N/A
0DataRank · unranked
41 citations

Ilana Traynis, Christina Chen, Preeti Singh, Akib Uddin, Jorge Cuadros +14 more

Detecting diabetic retinopathy through machine learning on electronic health record data from an urban, safety net healthcare system

JAMIA Open(2021)10.1093/jamiaopen/ooab066
N/A
0DataRank · unranked
24 citations

Meghal Gandhi, Martin Lee, Senait Teklehaimanot, Lauren P. Daskivich, David Hindman +3 more

Comparison of RETFound and a Supervised Convolutional Neural Network for Detection of Referable Glaucoma from Fundus Photographs

Ophthalmology Science(2025)10.1016/j.xops.2025.101008
N/A
0DataRank · unranked
1 citations

Tran Huy Nguyen, Sreenidhi Iyengar, Zhiwei Li, Van Nguyen, Brandon Wong +6 more

Comparison of Foundation and Supervised Learning-Based Models for Detection of Referable Glaucoma from Fundus Photographs

medRxiv(2025)10.1101/2025.08.21.25334170
N/A
0DataRank · unranked
1 citations

Tran Huy Nguyen, Sreenidhi Iyengar, Zhiwei Li, Van Nguyen, Brandon Wong +6 more

Mitigating Hydroxychloroquine Toxicity with a Clinical Decision Support Tool

Ophthalmology(2023)10.1016/j.ophtha.2023.04.015
N/A
0DataRank · unranked
2 citations

Betty A. Situ, Leanna Wise, Stavros Savvas, Lauren P. Daskivich, Brian C. Toy +1 more