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

Marian Blazes

University of Washington

ORCID: 0000-0001-7401-5238

Also affiliated with The Retina Center

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
0.624Author 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.

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 27 papers — median percentile 33. Top paper: “Effective deep learning approaches for predicting COVID-19 outcomes from chest computed tomography volumes”.

Effective deep learning approaches for predicting COVID-19 outcomes from chest computed tomography volumes

Scientific Reports(2022)10.1038/s41598-022-05532-0
N/A
1.6DataRank · unranked
43 citations

Anusua Trivedi, Jocelyn Desbiens, Marian Blazes, Caleb Robinson, Sunil Gupta +6 more

Endophthalmitis Rate in Immediately Sequential versus Delayed Sequential Bilateral Cataract Surgery within the Intelligent Research in Sight (IRIS®) Registry Data

Ophthalmology(2021)10.1016/j.ophtha.2021.07.008
N/A
0.635DataRank · unranked
68 citations

Timothy-Paul H. Kung, Julia P. Owen, Ryan T. Yanagihara, Marian Blazes, Suzann Pershing +10 more

PeriorbitAI: Artificial Intelligence Automation of Eyelid and Periorbital Measurements

American Journal of Ophthalmology(2021)10.1016/j.ajo.2021.05.007
N/A
0.581DataRank · unranked
47 citations

Julia P. Owen, Theodore Spaide, Colin P. Froines, Randy Lu, Megan Lacy +6 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

Deep learning models for COVID-19 chest x-ray classification: Preventing shortcut learning using feature disentanglement

PLoS ONE(2022)10.1371/journal.pone.0274098
N/A
0.464DataRank · unranked
21 citations

Caleb Robinson, Marian Blazes, Anthony Ortiz, Jocelyn Desbiens, Sunil Gupta +7 more

Application of deep learning to understand resilience to Alzheimer's disease pathology

Brain Pathology(2021)10.1111/bpa.12974
N/A
0.425DataRank · unranked
16 citations

Caitlin S. Latimer, Jonathan C. Henriksen, Marian Blazes, Eric B. Larson, Paul K. Crane +3 more

Assessing the Clinical Utility of Expanded Macular OCTs Using Machine Learning

Translational Vision Science & Technology(2021)10.1167/tvst.10.6.32
N/A
0.416DataRank · unranked
15 citations

Cecilia S. Lee, Marian Blazes, Aaron Lee, Michael B. Gorin, Andrew Lin

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

Sociodemographic and Visual Outcomes of Juvenile Idiopathic Arthritis Uveitis: IRIS® Registry Study

Clinical ophthalmology(2024)10.2147/opth.s456252
Top 67%
0.173DataRank
Top 67%2 citations

Anand E. Rajesh, Marian Blazes, Ashley Batchelor, Aaron Lee, Cecilia S. Lee +2 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

A Data-driven Age-related Macular Degeneration Severity Scoring System Leveraging the AREDS Studies and Clinical Electronic Medical Records

Ophthalmology(2025)10.1016/j.ophtha.2025.04.026
N/A
0DataRank · unranked
3 citations

Yu‐Ru Su, Rod Walker, Chloe Krakauer, Marian Blazes, Eric A. Johnson +8 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

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

Associations between dementia and exposure to topical glaucoma medications

Journal of Alzheimer s Disease(2025)10.1177/13872877241305745
N/A
0DataRank · unranked
0 citations

Michael L. Lee, Jason Kam, Michael Brush, Anand E. Rajesh, Marian Blazes +7 more

Response to Comment on Lee et al. Multicenter, Head-to-Head, Real-World Validation Study of Seven Automated Artificial Intelligence Diabetic Retinopathy Screening Systems. Diabetes Care 2021;44:1168–1175

Diabetes Care(2020)10.2337/dci21-0007
N/A
0DataRank · unranked
13 citations

Cecilia S. Lee, Matthew S. Hunt, Ryan T. Yanagihara, Marian Blazes, Edward J. Boyko +1 more

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

Inefficiencies in Residency Matching Associated with Gale–Shapley Algorithms

Journal of Academic Ophthalmology(2021)10.1055/s-0041-1735951
N/A
0DataRank · unranked
1 citations

Yue Wu, Parisa Taravati, Ryan T. Yanagihara, Courtney E. Francis, Marian Blazes +3 more

Deep learning models for COVID-19 chest x-ray classification: Preventing shortcut learning using feature disentanglement

medRxiv(2021)10.1101/2021.02.11.20196766
N/A
0DataRank · unranked
12 citations

Anusua Trivedi, Marian Blazes, Anthony Ortiz, Jocelyn Desbiens, Sunil Gupta +7 more

Diabetic Retinopathy and Dementia Association, Beyond Diabetes Severity

American Journal of Ophthalmology(2022)10.1016/j.ajo.2022.12.003
N/A
0DataRank · unranked
24 citations

Chloe Krakauer, Yu‐Ru Su, Rod Walker, Marian Blazes, Susan M. McCurry +8 more

Training Deep Learning Models to Work on Multiple Devices by Cross-Domain Learning with No Additional Annotations

Ophthalmology(2022)10.1016/j.ophtha.2022.09.014
N/A
0DataRank · unranked
20 citations

Abraham Olvera‐Barrios, Ryan T. Yanagihara, Timothy-Paul H. Kung, Randy Lu, Irene Leung +9 more

Machine learning-based derivation and external validation of a tool to predict death and development of organ failure in hospitalized patients with COVID-19

Scientific Reports(2022)10.1038/s41598-022-20724-4
N/A
0DataRank · unranked
13 citations

Anusua Trivedi, Nicholas Becker, Marian Blazes, Juan Lavista Ferres, Aaron Lee +3 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

INCIDENCE AND PROGRESSION OF AGE-RELATED MACULAR DEGENERATION AMONG PATIENTS WITH AND WITHOUT OBSTRUCTIVE SLEEP APNEA

Retina(2024)10.1097/iae.0000000000004293
N/A
0DataRank · unranked
5 citations

Caitlyn Ngadisastra, Pei‐Ru Li, Cecilia S. Lee, Lee Js, Lai‐Chu See +2 more

Developing a 10-Layer Retinal Segmentation for MacTel Using Semi-Supervised Learning

Translational Vision Science & Technology(2024)10.1167/tvst.13.11.2
N/A
0DataRank · unranked
4 citations

Simone Tzaridis, Marian Blazes, Martin Friedlander, Aaron Lee, Yue Wu +1 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

Retinal Vessel Plexus Differentiation Based on OCT Angiography Using Deep Learning

Ophthalmology Science(2024)10.1016/j.xops.2024.100605
N/A
0DataRank · unranked
2 citations

Luís de Sisternes, Anand E. Rajesh, Marian Blazes, Yuka Kihara, Cecilia S. Lee +5 more