Popular GitHub Repositories for Diabetic Retinopathy

Identifying diabetic retinopathy using convolutional neural networks

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

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

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

Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)

This repo is the official implementation of TMI2024 paper "Prompt-driven Latent Domain Generalization for Medical Image Classification".

O-MedAL: Online Active Deep Learning for Medical Image Analysis. This repo contains code for the paper.

FFA Synthesis from CFP （ACM MM 2024 Workshop）

In this case, we train our model with several medical informations such as the blood glucose level, insulin level of patients along with whether the person has diabetes or not so this act as labels whether that person is diabetic or non-diabetic so this will be label for this case.

An open source benchmark for semi-supervised change point detection of type 1 diabetic meals from continuous glucose monitor time series data. Originally created to present to PyData Global 2024 in association with sktime and skchange.

App that detects severity of Diabetic Retinopathy using TensorflowLite model trained from scratch in Google Colab notebook.

Retinopathy detection using Tensorflow and android application

This repository will help you to understand how Federated learning can be implemented on Pima Indians Diabetic Dataset. It involves the use of OpenMined tool called Pysyft and Pytorch for implementation.

Diabetic Retinopathy Prediction - Deep Learning Models

Using a shallow neural network in Retinopathy of Prematurity (ROP) image enhancement

A cloud-based classification model predicting diabetic patient readmission.

Model to predict if a person is diabetic or not.