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

Jennifer I. Lim

Illinois College

ORCID: 0000-0001-7791-6998

Also affiliated with University of Illinois Chicago

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 6%percentile
0.269Author 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.

Federated Learning for Multi-Disease Ophthalmic Diagnostics Using OCT Angiography

Ophthalmology Science(2025)10.1016/j.xops.2025.101030
Top 70%
0.165DataRank
Top 70%2 citations

Sina Gholami, Theodore Leng, Jennifer I. Lim, Minhaj Nur Alam, Ahammed Sakir Nabil

Papers

Driven by 10 papers — median percentile 26. Top paper: “Federated Learning for Multi-Disease Ophthalmic Diagnostics Using OCT Angiography”.

Federated Learning for Multi-Disease Ophthalmic Diagnostics Using OCT Angiography

Ophthalmology Science(2025)10.1016/j.xops.2025.101030
Top 70%
0.165DataRank
Top 70%2 citations

Sina Gholami, Theodore Leng, Jennifer I. Lim, Minhaj Nur Alam, Ahammed Sakir Nabil

Outcomes of Open-Globe Injuries With Associated Retinal Detachment: Experience at an Ocular Trauma Center

Journal of VitreoRetinal Diseases(2024)10.1177/24741264241301763
Top 78%
0.104DataRank
Top 78%1 citations

Arthur Chang, John M. Bryan, Michael T. Massengill, Jennifer I. Lim, Neil Sheth

Contrastive learning-based pretraining improves representation and transferability of diabetic retinopathy classification models

Scientific Reports(2023)10.1038/s41598-023-33365-y
N/A
0DataRank · unranked
16 citations

Rikiya Yamashita, Vignav Ramesh, Tejas Prabhune, Jennifer I. Lim, R.V. Paul Chan +4 more

Response of Diabetic Macular Edema to Anti-VEGF Medications Correlates with Improvement in Macular Vessel Architecture Measured with OCT Angiography

Ophthalmology Science(2024)10.1016/j.xops.2024.100478
N/A
0DataRank · unranked
15 citations

S. Cubillos, Neil Sheth, Abhishek Sethi, Jennifer I. Lim, Michael T. Massengill

Proliferative diabetic retinopathy subtypes defined by immune defense and endothelial mitochondrial dysfunction

Signal Transduction and Targeted Therapy(2025)10.1038/s41392-025-02448-9
N/A
0DataRank · unranked
7 citations

Basma Baccouche, Yueru Li, Priti Kumar Roy, Neil Sheth, Jennifer I. Lim +15 more

Distributed training of foundation models for ophthalmic diagnosis

Communications Engineering(2025)10.1038/s44172-025-00341-5
N/A
0DataRank · unranked
12 citations

Fatema-E Jannat, Atalie C. Thompson, Sally Shin Yee Ong, Jennifer I. Lim, Theodore Leng +3 more

Deep learning segmentation of periarterial and perivenous capillary-free zones in optical coherence tomography angiography

Journal of Biomedical Optics(2025)10.1117/1.jbo.30.5.056005
N/A
0DataRank · unranked
1 citations

Behrouz Ebrahimi, ALBERT DADZIE, Mojtaba Rahimi, Srishti Kolla, Yi‐Ting Hsieh +4 more

Artificial Intelligence Detection of Diabetic Retinopathy

Ophthalmology Science(2022)10.1016/j.xops.2022.100228
N/A
0DataRank · unranked
148 citations

Carl D. Regillo, Srinivas R. Sadda, Eli Ipp, Malavika Bhaskaranand, Chaithanya Ramachandra +21 more

The Influence of Ultra-Widefield Fluorescein Angiography on the Diagnosis and Management of Diabetic Retinopathy

Journal of VitreoRetinal Diseases(2025)10.1177/24741264251359907
N/A
0DataRank · unranked
0 citations

Tala Al-Khaled, Amy Song, Joelle Hallak, Rawan Al-Lozi, Aziz A. Khanifar +14 more

Visual Field Abnormalities in Early-Stage Diabetic Retinopathy Assessed by Chromatic Perimetry

Investigative Ophthalmology & Visual Science(2023)10.1167/iovs.64.2.8
N/A
0DataRank · unranked
16 citations

Jason C. Park, Jennifer I. Lim, J. Jason McAnany