diabetic-retinopathy topic
bdl-benchmarks
Bayesian Deep Learning Benchmarks
retina-features
Project for segmentation of blood vessels, microaneurysm and hardexudates in fundus images.
Fundus_Review
Official website of our paper: Applications of Deep Learning in Fundus Images: A Review. Newly-released datasets and recently-published papers will be updated regularly.
Awesome-Diabetic-Retinopathy-Detection
Papers and Public Datasets for Diabetic Retinopathy Detection
diabetic-retinopathy
A Django application developped for classification of a diabetes complication that affects eyes
Lesion-based-Contrastive-Learning
This is the official implementation of the paper Lesion-based Contrastive Learning for Diabetic Retinopathy Grading from Fundus Images.
APTOS2019BlindnessDetection
:3rd_place_medal: (Bronze medal - 163rd place - Top 6%) Repository for the "APTOS 2019 Blindness Detection" Kaggle competition.
Diabetic-Retnopathy-Classification-ConvolutionalNeuralNetwork
A Deep Convolutional Neural Network for Diabetic Retinopathy classification
private-ml-for-health
Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)
Patho-GAN
Patho-GAN: interpretation + medical data augmentation. Code for paper work "Explainable Diabetic Retinopathy Detection and Retinal Image Generation"