Leaderboards/Glaucoma and retinal disorders

Glaucoma and retinal disorders

Last updated July 15, 2026

Rising Stars

Fresh ink, massive impact

Papers

A deep learning system for predicting time to progression of diabetic retinopathy

Nature Medicine|2024

302 cit.

Publication in Progress in Retinal and Eye Research (2024) [74 citations, W4393181143]

Progress in Retinal and Eye Research|2024

74 cit.

Publication in Computers in Biology and Medicine (2024) [57 citations, W4395450210]

Computers in Biology and Medicine|2024

57 cit.

Glaucoma detection with explainable AI using convolutional neural networks based feature extraction and machine learning classifiers

IET Image Processing|2024

32 cit.

From Feature to Gaze: A Generalizable Replacement of Linear Layer for Gaze Estimation

Unknown Journal|2024

13 cit.

Machine Learning Approach for Early Diagnosis of Alzheimer's Disease Using rs-fMRI and Metaheuristic Optimization with Functional Connectivity Matrices

Unknown Journal|2024

11 cit.

Publication in American Journal of Ophthalmology (2024) [10 citations, W4404885115]

American Journal of Ophthalmology|2024

10 cit.

Enhanced brain tumor classification using convolutional neural networks and ensemble voting classifier for improved diagnostic accuracy

Computers & Electrical Engineering|2025

9 cit.

Publication (2024) [6 citations, W4401508944]

Unknown Journal|2024

6 cit.

Unsupervised Gaze Representation Learning from Multi-view Face Images

Unknown Journal|2024

5 cit.

Emerging Leaders

Drafting the new consensus

Researchers

Hrvoje Bogunović

Medical University of Vienna

FORS – Swiss Centre of Expertise in the Social Sciences

Hong Kang

First Hospital of Lanzhou University

Oluwatosin Smith

Glaucoma Associates of Texas

David G. Godfrey

Glaucoma Associates of Texas

Anthony P. Khawaja

Moorfields Eye Hospital NHS Foundation Trust

Amr S. Ghoneim

Helwan University

Benjamin Y. Xu

University of Southern California

Papers

Inter- and intra-uncertainty based feature aggregation model for semi-supervised histopathology image segmentation

Expert Systems with Applications|2023

48 cit.

Identifying, Understanding, and Addressing Disparities in Glaucoma Care in the United States

Translational Vision Science & Technology|2023

43 cit.

Therapeutic response in the HAWK and HARRIER trials using deep learning in retinal fluid volume and compartment analysis

Eye|2022

41 cit.

The Association of Physical Activity with Glaucoma and Related Traits in the UK Biobank

Ophthalmology|2023

41 cit.

Efficacy and Safety of the Travoprost Intraocular Implant in Reducing Topical IOP-Lowering Medication Burden in Patients with Open-Angle Glaucoma or Ocular Hypertension

Drugs|2023

36 cit.

Disease Activity and Therapeutic Response to Pegcetacoplan for Geographic Atrophy Identified by Deep Learning-Based Analysis of OCT

Ophthalmology|2024

36 cit.

Iterative pseudo-labeling based adaptive copy-paste supervision for semi-supervised tumor segmentation

Knowledge-Based Systems|2025

35 cit.

Burden of Glaucoma in the United Kingdom

Ophthalmology Glaucoma|2022

32 cit.

A multi-label learning model for predicting drug-induced pathology in multi-organ based on toxicogenomics data

PLoS Computational Biology|2022

29 cit.

Automated deep learning-based AMD detection and staging in real-world OCT datasets (PINNACLE study report 5)

Scientific Reports|2023

28 cit.

Current Senior Leaders

Wrote the book, still writing it

Papers

Optical Coherence Tomography

Science|1991

13.7k cit.

Development and Validation of a Deep Learning System for Diabetic Retinopathy and Related Eye Diseases Using Retinal Images From Multiethnic Populations With Diabetes

JAMA|2017

2.3k cit.

Age-related macular degeneration

The Lancet|2012

1.7k cit.

Digital technology and COVID-19

Nature Medicine|2020

1.5k cit.

In Vivo Endoscopic Optical Biopsy with Optical Coherence Tomography

Science|1997

1.4k cit.

Imaging of Macular Diseases with Optical Coherence Tomography

Ophthalmology|1995

1.3k cit.

The Prevalence of Retinal Vein Occlusion: Pooled Data from Population Studies from the United States, Europe, Asia, and Australia

Ophthalmology|2009

1.2k cit.

Treatment Outcomes in the Tube Versus Trabeculectomy (TVT) Study After Five Years of Follow-up

American Journal of Ophthalmology|2012

1.1k cit.

Fourier Domain Mode Locking (FDML): A new laser operating regime and applications for optical coherence tomography

Optics Express|2006

980 cit.

In vivo ultrahigh-resolution optical coherence tomography

Optics Letters|1999

931 cit.

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