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

Sophia Y. Wang

Outcomes Research Consortium

ORCID: 0000-0003-0916-9403

Also affiliated with Stanford Medicine, Smith-Kettlewell Eye Research Institute, Sunesis (United States), Stanford University

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 4%percentile
0.633Author DataRank

Indexed papers

3in 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 3 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.

Gap Analysis of Glaucoma Examination Concept Representations within Standard Systemized Nomenclature of Medicine – Clinical Terms

Ophthalmology Glaucoma(2024)10.1016/j.ogla.2024.08.001
Top 51%
0.347DataRank
Top 51%5 citations

Anthony Khawaja, Ian Rodrigues, Michael V. Boland, Eric N. Brown, Aiyin Chen +10 more

Papers

Driven by 17 papers — median percentile 44. Top paper: “Social Determinants of Health and Perceived Barriers to Care in Diabetic Retinopathy Screening”.

Social Determinants of Health and Perceived Barriers to Care in Diabetic Retinopathy Screening

JAMA Ophthalmology(2023)10.1001/jamaophthalmol.2023.5287
N/A
0.587DataRank · unranked
49 citations

Isaac A. Bernstein, Karen S. Fernández, Cassie A. Ludwig, Sophia Y. Wang, Rohith Ravindranath

Development and evaluation of novel ophthalmology domain-specific neural word embeddings to predict visual prognosis

International Journal of Medical Informatics(2021)10.1016/j.ijmedinf.2021.104464
N/A
0.470DataRank · unranked
22 citations

Benjamin Tseng, Tina Hernandez‐Boussard, Sophia Y. Wang

Gap Analysis of Glaucoma Examination Concept Representations within Standard Systemized Nomenclature of Medicine – Clinical Terms

Ophthalmology Glaucoma(2024)10.1016/j.ogla.2024.08.001
Top 51%
0.347DataRank
Top 51%5 citations

Anthony Khawaja, Ian Rodrigues, Michael V. Boland, Eric N. Brown, Aiyin Chen +10 more

The Impact of Race and Ethnicity on Cataract Surgery in the Nationwide All of Us Cohort

Ophthalmic Epidemiology(2025)10.1080/09286586.2025.2500017
Top 56%
0.286DataRank
Top 56%4 citations

Rohith Ravindranath, Sophia Y. Wang, Karen S. Fernández

Barriers to Extracting and Harmonizing Glaucoma Testing Data: Gaps, Shortcomings, and the Pursuit of FAIRness

Ophthalmology Science(2024)10.1016/j.xops.2024.100621
N/A
0.241DataRank · unranked
4 citations

Shahin Hallaj, Michael V. Boland, Brian C. Stagg, Sophia Y. Wang, Benjamin Y. Xu +14 more

The Impact of Race, Ethnicity, and Sex on Fairness in Artificial Intelligence for Glaucoma Prediction Models

Ophthalmology Science(2024)10.1016/j.xops.2024.100596
N/A
0DataRank · unranked
17 citations

Joshua D. Stein, Tina Hernandez‐Boussard, Ann Fisher, Sophia Y. Wang, Sejal Amin +26 more

Using Natural Language Processing to Identify Different Lens Pathology in Electronic Health Records

American Journal of Ophthalmology(2024)10.1016/j.ajo.2024.01.030
N/A
0DataRank · unranked
5 citations

Yunshu Zhou, Chris Andrews, Judy E. Kim, Victoria Addis, Jill Bixler +9 more

Nationwide Prevalence and Geographic Variation of Idiopathic Intracranial Hypertension among Women in the United States

Ophthalmology(2024)10.1016/j.ophtha.2024.10.031
N/A
0DataRank · unranked
3 citations

B. Michelle Kim, John J. Chen, Flora Lum, Jinbo Chen, Grant T. Liu +30 more

Enhancing diagnostic accuracy in rare and common fundus diseases with a knowledge-rich vision-language model

Nature Communications(2025)10.1038/s41467-025-60577-9
N/A
0DataRank · unranked
19 citations

Tian Lin, Aidi Lin, Kai Yu, Yuanyuan Peng, Lianyu Wang +44 more

Enhanced Phenotype Identification of Common Ocular Diseases in Real-World Datasets

Ophthalmology Science(2025)10.1016/j.xops.2025.100717
N/A
0DataRank · unranked
1 citations

Hyonggin An, Chris Andrews, Suzann Pershing, Tushar Mungle, Amanda K. Bicket +36 more

Ensemble learning to enhance accurate identification of patients with glaucoma using electronic health records

JAMIA Open(2025)10.1093/jamiaopen/ooaf080
N/A
0DataRank · unranked
1 citations

Behzad Naderalvojoud, Chris Andrews, Hong Su An, Amanda K. Bicket, Amy Zhang +36 more

Intraocular Pressure Changes after Cataract Surgery in Patients with and without Glaucoma

Ophthalmology Glaucoma(2020)10.1016/j.ogla.2020.06.002
N/A
0DataRank · unranked
39 citations

Amee D. Azad, Shan C. Lin, Tina Hernandez‐Boussard, Suzann Pershing, Sophia Y. Wang

Development and Evaluation of a Computable Phenotype for Normal Tension Glaucoma

Ophthalmology Science(2025)10.1016/j.xops.2025.100858
Top 100%
0DataRank
Top 100%0 citations

Wei-Chun Lin, Alan Tang, Benjamin Y. Xu, Sophia Y. Wang, Michael V. Boland +6 more

The Association among Blood Pressure, Blood Pressure Medications, and Glaucoma in a Nationwide Electronic Health Records Database

Ophthalmology(2021)10.1016/j.ophtha.2021.10.018
N/A
0DataRank · unranked
31 citations

Wendeng Hu, Kuldev Singh, Sophia Y. Wang, Eric Lee

Outcomes of Primary Trabeculectomy versus Combined Phacoemulsification-Trabeculectomy Using Automated Electronic Health Record Data Extraction

Current Eye Research(2022)10.1080/02713683.2022.2045611
N/A
0DataRank · unranked
7 citations

Kuldev Singh, Tina Hernandez‐Boussard, Sophia Y. Wang, José Dávila

Genetic hypogonadal mouse model reveals niche-specific influence of reproductive axis and sex on intestinal microbial communities

Biology of Sex Differences(2023)10.1186/s13293-023-00564-1
N/A
0DataRank · unranked
12 citations

Jada Brown, Lillian Sau, Andrew A. Levine, Lai Ying Ivy Tam, Aishwarya Ramesh +7 more

Hypogonadal (Gnrh1 hpg ) mice reveal niche-specific influence of reproductive axis and sex on intestinal microbial communities

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.06.20.545808
N/A
0DataRank · unranked
1 citations

Jada Brown, Lillian Sau, Andrew A. Levine, Lai Ying Ivy Tam, Aishwarya Ramesh +7 more