Leaderboards/Retinal Imaging and Analysis

Retinal Imaging and Analysis

Last updated July 15, 2026

Rising Stars

Fresh ink, massive impact

Researchers

1
Ling Dai
ShanghaiTech University
2
Samiksha Pachade
The University of Texas Health Science Center
3
Yusuf Bahri Özçelik
Zonguldak Bülent Ecevit University
4
Jane Scheetz
Centre for Eye Research Australia
5
Bader Aldughayfiq
Jouf University
6
Pranjal Kumar
Lovely Professional University
7
Mohammad Atwany
University of Oxford
8
Usharani Bhimavarapu
Koneru Lakshmaiah Education Foundation
9
Cheena Mohanty
Biju Patnaik University of Technology
10
Mohamed Elsharkawy
University of Louisville Hospital

Papers

1
A deep learning system for predicting time to progression of diabetic retinopathy
Nature Medicine|2024
302 cit.
2
Publication in Artificial Intelligence Review (2024) [289 citations, W4401671778]
Artificial Intelligence Review|2024
289 cit.
3
Brain Tumor Detection and Categorization with Segmentation of Improved Unsupervised Clustering Approach and Machine Learning Classifier
Bioengineering|2024
57 cit.
4
A Clinically Explainable AI-Based Grading System for Age-Related Macular Degeneration Using Optical Coherence Tomography
IEEE Journal of Biomedical and Health Informatics|2024
29 cit.
5
Publication in Bioengineering (2024) [15 citations, W4390671795]
Bioengineering|2024
15 cit.
6
RFMiD: Retinal Image Analysis for multi-Disease Detection challenge
Medical Image Analysis|2024
14 cit.
7
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.
8
Publication in Multimedia Tools and Applications (2024) [10 citations, W4391446180]
Multimedia Tools and Applications|2024
10 cit.
9
Publication in Bioengineering (2025) [7 citations, W4407676891]
Bioengineering|2025
7 cit.
10
Publication in Archives of Computational Methods in Engineering (2025) [6 citations, W4409150125]
Archives of Computational Methods in Engineering|2025
6 cit.

Emerging Leaders

Drafting the new consensus

Researchers

1
Dale R. Webster
Google (United States)
2
Lily Peng
Google (United States)
3
Hrvoje Bogunović
Medical University of Vienna
4
Ran Su
Tianjin University
5
Zhao-Min Chen
Wenzhou University
6
Huating Li
Shanghai Sixth People's Hospital
7
Leonardo Rundo
University of Salerno
8
Hong Kang
First Hospital of Lanzhou University
9
Waqas Jadoon
COMSATS University Islamabad
10
Zhouping Huang
Southwest University

Papers

1
Resistant starch intake facilitates weight loss in humans by reshaping the gut microbiota
Nature Metabolism|2024
205 cit.
2
Lessons learned from translating AI from development to deployment in healthcare
Nature Medicine|2023
63 cit.
3
Inter- and intra-uncertainty based feature aggregation model for semi-supervised histopathology image segmentation
Expert Systems with Applications|2023
48 cit.
4
Therapeutic response in the HAWK and HARRIER trials using deep learning in retinal fluid volume and compartment analysis
Eye|2022
41 cit.
5
Calibrating ensembles for scalable uncertainty quantification in deep learning-based medical image segmentation
Computers in Biology and Medicine|2023
37 cit.
6
Disease Activity and Therapeutic Response to Pegcetacoplan for Geographic Atrophy Identified by Deep Learning-Based Analysis of OCT
Ophthalmology|2024
36 cit.
7
Iterative pseudo-labeling based adaptive copy-paste supervision for semi-supervised tumor segmentation
Knowledge-Based Systems|2025
35 cit.
8
A multi-label learning model for predicting drug-induced pathology in multi-organ based on toxicogenomics data
PLoS Computational Biology|2022
29 cit.
9
Automated deep learning-based AMD detection and staging in real-world OCT datasets (PINNACLE study report 5)
Scientific Reports|2023
28 cit.
10
Learning Spatio-Temporal Model of Disease Progression With NeuralODEs From Longitudinal Volumetric Data
IEEE Transactions on Medical Imaging|2023
27 cit.

Current Senior Leaders

Wrote the book, still writing it

Researchers

1
Tien Yin Wong
Beijing Tsinghua Chang Gung Hospital
2
James G. Fujimoto
IIT@MIT
3
Michael H. Goldbaum
University of California San Diego
4
Bram van Ginneken
Radboud University Nijmegen
5
Josephine Hoh
Yale University
6
Michael D. Abràmoff
University of Iowa
7
Kang Zhang
Chinese Academy of Sciences
8
Thomas Brox
University of Freiburg
9
Ursula Schmidt‐Erfurth
Medical University of Vienna
10
Ronald Klein
University of Wisconsin–Madison

Papers

1
Optical Coherence Tomography
Science|1991
13.7k cit.
2
Image processing with ImageJ
Data Archiving and Networked Services (DANS)|2004
11.9k cit.
3
Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning
Cell|2018
4.7k cit.
4
Complement Factor H Polymorphism in Age-Related Macular Degeneration
Science|2005
4.5k cit.
5
Genome-wide Methylation Profiles Reveal Quantitative Views of Human Aging Rates
Molecular Cell|2012
4.5k cit.
6
FlowNet: Learning Optical Flow with Convolutional Networks
Unknown Journal|2015
4.2k cit.
7
Ridge-Based Vessel Segmentation in Color Images of the Retina
IEEE Transactions on Medical Imaging|2004
4.1k cit.
8
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
Unknown Journal|2017
3.3k cit.
9
Locating blood vessels in retinal images by piecewise threshold probing of a matched filter response
IEEE Transactions on Medical Imaging|2000
2.6k cit.
10
Intravitreal Aflibercept (VEGF Trap-Eye) in Wet Age-related Macular Degeneration
Ophthalmology|2012
2.5k cit.

Reagents for Retinal Imaging and Analysis

Citation-validated products used in this field

🔥 Trending

Gaining adoption fast

⭐ Top Rated

Best all-around

Cell Signaling TechnologyEvidence 67

Total RIP3 Matched Antibody Pair II

Cited in 5 papers
#19570$1,726
View Evidence →
Cell Signaling TechnologyEvidence 65

Ras (E4K9L) Rabbit Monoclonal Antibody (BSA and Azide Free)

Cited in 5 papers
#76049$865
View Evidence →
Cell Signaling TechnologyEvidence 67

Vimentin (D21H3) Rabbit Monoclonal Antibody (APC Conjugate)

#95159$465
View Evidence →

🌟 All-Time

Most validated

Cell Signaling TechnologyEvidence 65

Phospho-PLC gamma1 (Ser1248) (D25A9) Rabbit Monoclonal Antibody (BSA and Azide Free)

Cited in 15 papers
#16685$898
View Evidence →
Cell Signaling TechnologyEvidence 65

Goat Anti-Mouse IgG1 Antibody (Alexa Fluor® 647 Conjugate)

Cited in 10 papers
#92228$313
View Evidence →
Cell Signaling TechnologyEvidence 63

Phospho-RRM2 (Thr33) (F1B6L) Rabbit Monoclonal Antibody

Cited in 9 papers
#72737$176,437
View Evidence →