Popular GitHub Repositories for Retinal

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

BCDU-Net : Medical Image Segmentation

Project for segmentation of blood vessels, microaneurysm and hardexudates in fundus images.

Deep Vessel Segmentation by Learning Graphical Connectivity

Detecting Diabetic Retinopathy using Deep learning algorithm - Convolution neural network (Resnet-152) using PyTorch + GUI + SMS notification

[MICCAI'21] [Tensorflow] Retinal Vessel Segmentation using a Novel Multi-scale Generative Adversarial Network

An implementation of《Retinal Vessel Segmentation in Fundoscopic Images with Generative Adversarial Networks》

RETFound - A foundation model for retinal image

Patho-GAN: interpretation + medical data augmentation. Code for paper work "Explainable Diabetic Retinopathy Detection and Retinal Image Generation"

UNet based model that segment retina to 8 layers in OCT images

Retinal Vessel Segmentation using U-Net architecture. DRIVE and STARE datasets are used.

RET-CLIP: A Retinal Image Foundation Model Pre-trained with Clinical Diagnostic Reports

Repository for the paper "Synthetic optical coherence tomography angiographs for detailed retinal vessel segmentation without human annotations" (2024).

Re-colorize and enhance color fundus images. Image Enhancement Toolkit for Retinal Fundus Images (IETK-Ret).

This repository contains code from our comparative study on state of the art unsupervised pathology detection and segmentation methods.

Applying Octave UNet for Retinal Vessel Segmentation.

Deep learning based retinal vessel segmentation for wide-field fundus photography retinal images, IEEE Trans. Medical Imaging, 2020

Using Residual Attention Networks to diagnose retinal diseases in medical images

In this project, I implement an enhanced active contour method that uses discrete wavelet transform for energy minimization to increase the accuracy.

This is an official implementation of 'A Multi-task Network with Weight Decay Skip Connection Training for Anomaly Detection in Retinal Fundus Images'