Mengyu Wang

Also affiliated with Massachusetts Eye and Ear Infirmary, Harvard University Press, Dana-Farber/Harvard Cancer Center, Artificial Intelligence in Medicine (Canada)

MedicineEngineering

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

1.5Author 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 →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Harvard Glaucoma Fairness: A Retinal Nerve Disease Dataset for Fairness Learning and Fair Identity Normalization

IEEE Transactions on Medical Imaging(2024)10.1109/tmi.2024.3377552

Top 29%

0.684DataRank

Top 29%27 citations

Yu Tian, Min Shi, Louis R. Pasquale, Lucy Q. Shen, Nazlee Zebardast +3 more

Papers

Driven by 37 papers — median percentile 50. Top paper: “Harvard Glaucoma Fairness: A Retinal Nerve Disease Dataset for Fairness Learning and Fair Identity Normalization”.

Harvard Glaucoma Fairness: A Retinal Nerve Disease Dataset for Fairness Learning and Fair Identity Normalization

IEEE Transactions on Medical Imaging(2024)10.1109/tmi.2024.3377552

Top 29%

0.684DataRank

Top 29%27 citations

Yu Tian, Min Shi, Louis R. Pasquale, Lucy Q. Shen, Nazlee Zebardast +3 more

Comparison of Structural and Functional Features in Primary Angle Closure and Open Angle Glaucomas

Journal of Glaucoma(2023)10.1097/ijg.0000000000002341

Top 48%

0.371DataRank

Top 48%8 citations

Melissa Yuan, Grace E. Johnson, Louis R. Pasquale, Michael V. Boland, David S. Friedman +4 more

Assessing Surface Shapes of the Optic Nerve Head and Peripapillary Retinal Nerve Fiber Layer in Glaucoma with Artificial Intelligence

Ophthalmology Science(2022)10.1016/j.xops.2022.100161

N/A

0.345DataRank · unranked

9 citations

Lucy Q. Shen, Louis R. Pasquale, Michael V. Boland, David S. Friedman, Nazlee Zebardast +6 more

PyVisualFields: A Python Package for Visual Field Analysis

Translational Vision Science & Technology(2023)10.1167/tvst.12.2.6

N/A

0.337DataRank · unranked

6 citations

Saber Kazeminasab, Vishal Sharma, Yangjiani Li, Mojtaba S. Fazli, Mengyu Wang +3 more

Transformer-Based Deep Learning Prediction of 10-Degree Humphrey Visual Field Tests From 24-Degree Data

Translational Vision Science & Technology(2024)10.1167/tvst.13.8.11

Top 52%

0.334DataRank

Top 52%5 citations

Anagha Lokhande, Yu Tian, Yan Luo, M. Eslami, Saber Kazeminasab +11 more

Artifacts in OCT Retinal Nerve Fiber Layer Imaging in Patients with Boston Keratoprosthesis Type 1

Ophthalmology Glaucoma(2023)10.1016/j.ogla.2023.09.004

N/A

0.241DataRank · unranked

4 citations

Julia Devlin, Chhavi Saini, Jessica A. Sun, Mengyu Wang, Grace Johnson +3 more

Deep-learning-derived glaucoma-related endophenotypes enable novel genome-wide genetic and functional discovery

medRxiv(2025)10.1101/2025.11.04.25339517

N/A

0.165DataRank · unranked

2 citations

Ivy Yan Zhao, Saber Kazeminasab Hashemabad, Tobias Elze, Mohammad Eslami, Mengyu Wang +4 more

FairCLIP: Harnessing Fairness in Vision-Language Learning

arXiv (Cornell University)(2024)10.48550/arxiv.2403.19949

Top 72%

0.110DataRank

Top 72%1 citations

Min Shi, Muhammad Osama Khan, Muhammad Muneeb Afzal, Hao Huang, Shuaihang Yuan +7 more

Association Between Cup-to-Disc Ratio and Structural and Functional Damage Parameters in Glaucoma: Insights From Multiparametric Modeling

Translational Vision Science & Technology(2025)10.1167/tvst.14.4.17

N/A

0.104DataRank · unranked

1 citations

Mengyu Wang, Mohammad Eslami, Saber Kazeminasab, Yan Luo, Hannah Rana +6 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

Normative Percentiles of Retinal Nerve Fiber Layer Thickness and Glaucomatous Visual Field Loss

Translational Vision Science & Technology(2023)10.1167/tvst.12.10.13

N/A

0DataRank · unranked

6 citations

Franziska G. Rauscher, Yangjiani Li, Mohammad Eslami, Saber Kazeminasab, Nazlee Zebardast +3 more

An Artificial Intelligence Method for Phenotyping of OCT Scans Using Unsupervised and Self-supervised Deep Learning

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.10.20.563205

N/A

0DataRank · unranked

0 citations

Sayuri Sekimitsu, Mojtaba S. Fazli, Mohammad Eslami, Min Shi, Yu Tian +5 more

Glucose tolerance and insulin resistance/sensitivity associate with retinal layer characteristics: the LIFE-Adult-Study

Diabetologia(2024)10.1007/s00125-024-06093-9

N/A

0DataRank · unranked

27 citations

Tobias Elze, Mike Francke, M. Elena Martínez-Pérez, Yangjiani Li, Kerstin Wirkner +10 more

RNFLT2Vec: Artifact-corrected representation learning for retinal nerve fiber layer thickness maps

Medical Image Analysis(2024)10.1016/j.media.2024.103110

N/A

0DataRank · unranked

10 citations

Yu Tian, Yan Luo, Tobias Elze, Mengyu Wang, Min Shi

Contributions of Brain Microstructures and Metabolism to Visual Field Loss Patterns in Glaucoma Using Archetypal and Information Gain Analyses

Investigative Ophthalmology & Visual Science(2024)10.1167/iovs.65.8.15

N/A

0DataRank · unranked

2 citations

Ji Won Bang, Anisha Kasi, J. Li, Carlos Parra, Els Fieremans +5 more

PyGlaucoMetrics: A Stacked Weight-Based Machine Learning Approach for Glaucoma Detection Using Visual Field Data

Medicina(2025)10.3390/medicina61030541

N/A

0DataRank · unranked

11 citations

Saber Kazeminasab Hashemabad, Daniel M. Vu, Allison R. Soneru, Asahi Fujita, Mengyu Wang +4 more

Deep Learning with Disc Photos or OCT Scans in Glaucoma Detection

Ophthalmology Science(2025)10.1016/j.xops.2025.100877

N/A

0DataRank · unranked

7 citations

In Young Chung, Iyad Majid, Lucy Q. Shen, Mengyu Wang, Abhilash Katuru

Accuracy of ICD-10 Glaucoma Codes in a Large Academic Practice

Ophthalmology Glaucoma(2025)10.1016/j.ogla.2025.06.012

N/A

0DataRank · unranked

6 citations

Grace E. Johnson, Anthony Marte, David S. Friedman, Michael V. Boland, Tobias Elze +4 more

Geographic Distribution of Access to Glaucoma Surgery

Ophthalmology(2025)10.1016/j.ophtha.2025.07.011

N/A

0DataRank · unranked

5 citations

Kanza Aziz, Asahi Fujita, Louis R. Pasquale, Lucy Q. Shen, David S. Friedman +14 more

FairFedMed: Benchmarking Group Fairness in Federated Medical Imaging With FairLoRA

IEEE Transactions on Medical Imaging(2025)10.1109/tmi.2025.3622522

N/A

0DataRank · unranked

3 citations

Congcong Wen, Yu Tian, Min Shi, Yan Luo, Hao Huang +3 more

Equitable artificial intelligence for glaucoma screening with fair identity normalization

npj Digital Medicine(2025)10.1038/s41746-025-01432-5

N/A

0DataRank · unranked

6 citations

Yan Luo, Yu Tian, Lucy Q. Shen, Nazlee Zebardast, Mohammad Eslami +6 more

Equitable Deep Learning for Diabetic Retinopathy Detection Using Multidimensional Retinal Imaging With Fair Adaptive Scaling

Translational Vision Science & Technology(2025)10.1167/tvst.14.7.1

N/A

0DataRank · unranked

5 citations

Muhammad Muneeb Afzal, Hao Huang, Congcong Wen, Yan Luo, Muhammad Osama Khan +5 more

Equity-enhanced glaucoma progression prediction from OCT with knowledge distillation

npj Digital Medicine(2025)10.1038/s41746-025-01884-9

N/A

0DataRank · unranked

3 citations

Leila Gheisi, Jing Shan, Lucy Q. Shen, Mengyu Wang, Min Shi +1 more

Deep learning model for differentiating thyroid eye disease and orbital myositis on computed tomography (CT) imaging

Orbit(2025)10.1080/01676830.2025.2510587

N/A

0DataRank · unranked

1 citations

Lisa Y. Lin, Min Shi, Mengyu Wang, Ji Han, Nahyoung Grace Lee +1 more

The Impact of Myopia on Regional Visual Field Loss and Progression in Glaucoma

Translational Vision Science & Technology(2025)10.1167/tvst.14.9.34

N/A

0DataRank · unranked

1 citations

Luo Song, Yueyin Pang, Yan Luo, Louis R. Pasquale, Sarah R. Wellik +10 more

PyGlaucoMetrics: A Weight Stacking- Based Machine Learning Approach for Glaucoma Detection Using Visual Field Data

Preprints.org(2025)10.20944/preprints202502.1591.v1

N/A

0DataRank · unranked

0 citations

Saber Kazeminasab Hashemabad, Daniel M. Vu, Allison R. Soneru, Asahi Fujita, Mengyu Wang +4 more

Clinically Informed Semi-Supervised Learning Improves Disease Annotation and Equity from Electronic Health Records: A Glaucoma Case Study

medRxiv(2025)10.1101/2025.09.12.25335665

N/A

0DataRank · unranked

0 citations

R. Shah, Asahi Fujita, Niloufar Bineshfar, Daniel M. Vu, Kanza Aziz +7 more

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

Clinically Informed Semi-Supervised Learning Improves Disease Annotation and Equity from Electronic Health Records: A Glaucoma Case Study

Research Square(2025)10.21203/rs.3.rs-7546650/v1

N/A

0DataRank · unranked

0 citations

R. Shah, Asahi Fujita, Niloufar Bineshfar, Daniel M. Vu, Kanza Aziz +7 more

Characterization of Prelaminar Wedge-Shaped Defects in Primary Open-Angle Glaucoma

Current Eye Research(2020)10.1080/02713683.2020.1836229

N/A

0DataRank · unranked

6 citations

Mengyu Wang, Elise Taniguchi, Rafaella Nascimento e Silva, Anna Khoroshilov, Dian Li +7 more

Renal function and lipid metabolism are major predictors of circumpapillary retinal nerve fiber layer thickness—the LIFE-Adult Study

BMC Medicine(2021)10.1186/s12916-021-02064-8

N/A

0DataRank · unranked

38 citations

Mengyu Wang, Mike Francke, Kerstin Wirkner, Anke Tönjes, Christoph Engel +7 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

Race/ethnicity in relation to incident primary open-angle glaucoma characterized by autonomously determined visual field loss patterns

medRxiv(2021)10.1101/2021.10.25.21265498

N/A

0DataRank · unranked

1 citations

Mengyu Wang, Lisa Frueh, Bernard Rosner, Janey L. Wiggs, Tobias Elze +2 more

Bevacizumab in High-Risk Corneal Transplantation

Ophthalmology(2022)10.1016/j.ophtha.2022.03.024

N/A

0DataRank · unranked

30 citations

Matthew J. McSoley, Francisco Amparo, Tatiana Carreno-Galeano, Mengyu Wang, Mohammad H. Dastjerdi +19 more

Visual Field Prediction

Ophthalmology Science(2022)10.1016/j.xops.2022.100222

N/A

0DataRank · unranked

21 citations

Julia A. Kim, Miao Zhang, Michael V. Boland, Mengyu Wang, Dolly S. Chang +2 more

Artifact Correction in Retinal Nerve Fiber Layer Thickness Maps Using Deep Learning and Its Clinical Utility in Glaucoma

Translational Vision Science & Technology(2023)10.1167/tvst.12.11.12

N/A

0DataRank · unranked

13 citations

Jessica A. Sun, Anagha Lokhande, Yu Tian, Yan Luo, Tobias Elze +3 more

Mengyu Wang

Indexed papers

Top data-sharing exemplar

Papers