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

Siamak Yousefi

University of Miami

ORCID: 0000-0001-8633-5730
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 3%percentile
1.7Author DataRank

Indexed papers

4in 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 4 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.

Detecting glaucoma from multi-modal data using probabilistic deep learning

Frontiers in Medicine(2022)10.3389/fmed.2022.923096
Top 20%
1.0DataRank
Top 20%25 citations

Jian Sun, Krati Gupta, Giovanni Montesano, David P. Crabb, David F. Garway‐Heath +8 more

Papers

Driven by 26 papers — median percentile 49. Top paper: “Detecting glaucoma from multi-modal data using probabilistic deep learning”.

Detecting glaucoma from multi-modal data using probabilistic deep learning

Frontiers in Medicine(2022)10.3389/fmed.2022.923096
Top 20%
1.0DataRank
Top 20%25 citations

Jian Sun, Krati Gupta, Giovanni Montesano, David P. Crabb, David F. Garway‐Heath +8 more

From the diagnosis of infectious keratitis to discriminating fungal subtypes; a deep learning-based study

Scientific Reports(2023)10.1038/s41598-023-49635-8
N/A
0.529DataRank · unranked
33 citations

Kosar Esmaili, Amir Rahdar, Mehdi Aminizadeh, Kasra Cheraqpour, Seyed Ali Tabatabaei +7 more

Diagnosing Glaucoma Based on the Ocular Hypertension Treatment Study Dataset Using Chat Generative Pre-Trained Transformer as a Large Language Model

Ophthalmology Science(2024)10.1016/j.xops.2024.100599
Top 45%
0.406DataRank
Top 45%14 citations

Xiaoqin Huang, Mohammad Delsoz, Yeganeh Madadi, Asma Poursoroush, Asim Munawar +3 more

Creating a biomedical knowledge base by addressing GPT inaccurate responses and benchmarking context

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.10.16.618663
Top 57%
0.279DataRank
Top 57%5 citations

Rupert W. Overall, Andrea Guarracino, Vincenza Colonna, Flavia Villani, Erik Garrison +20 more

Identifying Factors Associated With Fast Visual Field Progression in Patients With Ocular Hypertension Based on Unsupervised Machine Learning

Journal of Glaucoma(2024)10.1097/ijg.0000000000002472
N/A
0.269DataRank · unranked
5 citations

Asma Poursoroush, Jian Sun, Michael V. Boland, Chris A. Johnson, Siamak Yousefi +1 more

Estimating the Severity of Visual Field Damage From Retinal Nerve Fiber Layer Thickness Measurements With Artificial Intelligence

Translational Vision Science & Technology(2021)10.1167/tvst.10.9.16
N/A
0DataRank · unranked
25 citations

Jian Sun, Juleke Eugenie Anne Majoor, Koenraad A. Vermeer, Hans G. Lemij, Tobias Elze +8 more

The Effect of Ametropia on Glaucomatous Visual Field Loss

Journal of Clinical Medicine(2021)10.3390/jcm10132796
N/A
0DataRank · unranked
7 citations

Raymond C S Wong, Thuzar Thein, Louis R. Pasquale, Lucy Q. Shen, Mengyu Wang +12 more

Domain Adaptation-Based Deep Learning Models for Forecasting and Diagnosis of Glaucoma Disease

INDIGO (University of Illinois at Chicago)(2022)10.36227/techrxiv.21391551.v2
N/A
0DataRank · unranked
1 citations

Hashem Abu Serhan, Siamak Yousefi, Yeganeh Madadi

Artificial intelligence in glaucoma: opportunities, challenges, and future directions

BioMedical Engineering OnLine(2023)10.1186/s12938-023-01187-8
N/A
0DataRank · unranked
55 citations

Md Rafiqul Islam, Shanjita Akter, Fuad Ahmed, Ehsan Kazami, Hashem Abu Serhan +3 more

An Artificial Intelligence Enabled System for Retinal Nerve Fiber Layer Thickness Damage Severity Staging

Ophthalmology Science(2023)10.1016/j.xops.2023.100389
N/A
0DataRank · unranked
7 citations

Xiaoqin Huang, Asma Poursoroush, Julek Majoor, Hans G. Lemij, Koenraad A. Vermeer +7 more

Artificial Intelligence Models for Cell Type and Subtype Identification Based on Single-Cell RNA Sequencing Data in Vision Science

IEEE/ACM Transactions on Computational Biology and Bioinformatics(2023)10.1109/tcbb.2023.3284795
N/A
0DataRank · unranked
9 citations

Aboozar Monavarfeshani, Hao Chen, W. Daniel Stamer, Robert W. Williams, Siamak Yousefi +1 more

Predicting Glaucoma Before Onset Using a Large Language Model Chatbot

American Journal of Ophthalmology(2024)10.1016/j.ajo.2024.05.022
N/A
0DataRank · unranked
35 citations

Hina Raja, Yeganeh Madadi, Mohammad Delsoz, Asma Poursoroush, Malik Y. Kahook +2 more

Domain Adaptation-Based deep learning model for forecasting and diagnosis of glaucoma disease

Biomedical Signal Processing and Control(2024)10.1016/j.bspc.2024.106061
N/A
0DataRank · unranked
34 citations

Hashem Abu Serhan, Siamak Yousefi, Yeganeh Madadi

Deep learning-based classification of fungal and Acanthamoeba keratitis using confocal microscopy

The Ocular Surface(2025)10.1016/j.jtos.2025.07.012
N/A
0DataRank · unranked
10 citations

Kosar Esmaili, Amir Rahdar, Mehdi Aminizade, Kasra Cheraqpour, Seyed Ali Tabatabaei +5 more

JustRAIGS: Justified Referral in AI Glaucoma Screening Challenge

IEEE Transactions on Medical Imaging(2025)10.1109/tmi.2025.3596874
N/A
0DataRank · unranked
2 citations

Hina Raja, Koenraad A. Vermeer, Hans G. Lemij, Xiaoqin Huang, Eun‐jin Kim +33 more

Visual Outcomes after Strabismus Surgery in Pediatric Patients with Strabismic Amblyopia

Ophthalmology(2025)10.1016/j.ophtha.2025.04.024
N/A
0DataRank · unranked
1 citations

Amin Nabavi, Amir Rahdar, Mohammad Delsoz, Flora Lum, Siamak Yousefi +1 more

Performance of DeepSeek, Qwen 2.5 MAX, and ChatGPT Assisting in Diagnosis of Corneal Eye Diseases, Glaucoma, and Neuro-Ophthalmology Diseases Based on Clinical Case Reports

medRxiv(2025)10.1101/2025.03.14.25323836
N/A
0DataRank · unranked
16 citations

Mohammad Delsoz, Muhammad Elahi, Brian Jerkins, Elliott M. Kanner, Claire Wright +8 more

GlaucoRAG: A Retrieval-Augmented Large Language Model for Expert-Level Glaucoma Assessment

medRxiv(2025)10.1101/2025.07.03.25330805
N/A
0DataRank · unranked
2 citations

Shelby S. Darnell, Mohammad Delsoz, Amin Nabavi, Claire Wright, Brian Jerkins +2 more

Identification of a Novel Subtype of Ocular Hypertensive Eyes with the Lowest Risk of Progression Under Treatment

Ophthalmology and Therapy(2025)10.1007/s40123-025-01174-3
N/A
0DataRank · unranked
0 citations

Vida Abedi, Xiaoqin Huang, Jiang Li, Alireza Vafaei Sadr, Amy L. de Jongh Curry +5 more

Creating a biomedical knowledge base by addressing GPT inaccurate responses and benchmarking context

Open Research Africa(2025)10.12688/openresafrica.15854.1
Top 100%
0DataRank
Top 100%0 citations

Rupert W. Overall, Andrea Guarracino, Vicenza Colonna, Flavia Villani, Erik Garrison +21 more

Predicting Glaucoma before Onset Using Deep Learning

Ophthalmology Glaucoma(2020)10.1016/j.ogla.2020.04.012
N/A
0DataRank · unranked
101 citations

Michael H. Goldbaum, Siamak Yousefi, Anshul Thakur

Retinal nerve fiber layer thickness as a biomarker of uveitis activity: A systematic review

Survey of Ophthalmology(2025)10.1016/j.survophthal.2025.12.002
N/A
0DataRank · unranked
0 citations

Luis J. Haddock, Alireza Mahmoudi, Mirataollah Salabati, Siamak Yousefi, Amin Nabavi

Predicting Global Test–Retest Variability of Visual Fields in Glaucoma

Ophthalmology Glaucoma(2020)10.1016/j.ogla.2020.12.001
N/A
0DataRank · unranked
24 citations

Dian Li, Yuying Fan, Louis R. Pasquale, Lucy Q. Shen, Michael V. Boland +9 more

Identifying Mouse Autoimmune Uveitis from Fundus Photographs Using Deep Learning

Translational Vision Science & Technology(2020)10.1167/tvst.9.2.59
N/A
0DataRank · unranked
7 citations

Xiaoqin Huang, Charles E. Egwuagu, Youakim Badr, Stephen C. Dryden, Brian Fowler +2 more

Convex Representations Using Deep Archetypal Analysis for Predicting Glaucoma

IEEE Journal of Translational Engineering in Health and Medicine(2020)10.1109/jtehm.2020.2982150
N/A
0DataRank · unranked
23 citations

Michael H. Goldbaum, Siamak Yousefi, Anshul Thakur

Artificial Intelligence and Glaucoma: Illuminating the Black Box

Ophthalmology Glaucoma(2020)10.1016/j.ogla.2020.04.008
N/A
0DataRank · unranked
13 citations

Louis R. Pasquale, Michael V. Boland, Siamak Yousefi