This is the official implementation of the paper Lesion-based Contrastive Learning for Diabetic Retinopathy Grading from Fundus Images.
☆45Jun 28, 2024Updated last year
Alternatives and similar repositories for Lesion-based-Contrastive-Learning
Users that are interested in Lesion-based-Contrastive-Learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A general, feasible, and extensible framework for classification tasks.☆69Sep 19, 2025Updated 7 months ago
- ☆41Jun 5, 2023Updated 2 years ago
- I-SECRET: Importance-guided fundus image enhancement via semi-supervised contrastive constraining☆29Feb 27, 2024Updated 2 years ago
- Automated detection of exudates from fundus images plays an important role in diabetic retinopathy (DR) screening and evaluation, for whi…☆11Dec 11, 2020Updated 5 years ago
- ☆46Jul 31, 2021Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Official Code for Paper "GDRNet: Towards Generalizable Diabetic Retinopathy Grading in Unseen Domains"☆51Apr 4, 2026Updated last month
- Papers and Public Datasets for Diabetic Retinopathy Detection☆172Apr 9, 2024Updated 2 years ago
- Code for Segmentation of retinal lesions associated with diabetic retinopathy as microaneurysms, hemorrhages, hard exudates, and soft exu…☆19Nov 23, 2023Updated 2 years ago
- This repository is an official PyTorch implementation of the paper "BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framewor…☆29Aug 10, 2022Updated 3 years ago
- JOINED : Prior Guided Multi-task Learning for Joint Optic Disc/Cup Segmentation and Fovea Detection☆20May 30, 2023Updated 2 years ago
- Code Repo for Lesion Segmentation for Diabetic Retinopathy with Adversarial Learning☆33Feb 3, 2026Updated 3 months ago
- Diabetic Retinopathy Feature Extraction and Binary Diagnosis☆20Nov 1, 2024Updated last year
- L-Seg: An End-to-End Unified Framework for Multi-lesion Segmentation of Fundus Images☆19May 31, 2019Updated 6 years ago
- SSiT: Saliency-guided Self-supervised Image Transformer for Diabetic Retinopathy Grading☆34Dec 5, 2024Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- TMI 19: CANet: Cross-disease Attention Network for Joint Diabetic Retinopathy and Diabetic Macular Edema Grading☆83Aug 12, 2020Updated 5 years ago
- ☆15Oct 31, 2024Updated last year
- Code of 'Modeling and Enhancing Low-quality Retinal Fundus Images'☆43Oct 8, 2021Updated 4 years ago
- Source code for Degradation-invariant Enhancement of Fundus Images via Pyramid Constraint Network.☆18Oct 18, 2022Updated 3 years ago
- ☆39May 7, 2023Updated 2 years ago
- Code for "Learning to Address Intra-segment Misclassification in Retinal Imaging"☆44Feb 23, 2023Updated 3 years ago
- devops practise examples☆11Aug 16, 2020Updated 5 years ago
- Official website of our paper: Applications of Deep Learning in Fundus Images: A Review. Newly-released datasets and recently-published p…☆92Feb 13, 2022Updated 4 years ago
- Implementation of team o_O solution for the Kaggle Diabetic Retinopathy Detection Challenge in pytorch.☆21Jul 15, 2020Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆31Jun 18, 2025Updated 10 months ago
- Structure and Illumination Constrained GAN forMedical Image Quality Enhancement☆41Oct 27, 2022Updated 3 years ago
- A PyTorch implementation of funnel activation https://arxiv.org/pdf/2007.11824.pdf☆14Aug 16, 2020Updated 5 years ago
- This repo contains my Pytorch and Fast.ai versions of codes written for the APTOS 2019 Blindness Detection Competition hosted on Kaggle. …☆15Sep 13, 2019Updated 6 years ago
- This code is used for joint optic disc and cup segmentation from retinal fundus images☆12Feb 9, 2019Updated 7 years ago
- [TNNLS'25] [MICCAI'24] A Parameter and Memory Efficient Transfer Learning Method☆34Oct 29, 2025Updated 6 months ago
- Benchmarks for NumPy compatible frameworks.☆16Jan 6, 2026Updated 3 months ago
- Hierarchical Universal Modular ANotator☆12Apr 21, 2026Updated 2 weeks ago
- Official PyTorch implementation for "Adaptive Multi-scale Online Likelihood Network for AI-assisted Interactive Segmentation" (MONet)☆12Mar 28, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official repository for the paper "FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Se…☆18May 20, 2025Updated 11 months ago
- This is an official repository of corneal ulcer classification and segmentation for our Sci Data paper "The SUSTech-SYSU dataset for auto…☆34Oct 12, 2021Updated 4 years ago
- The official code repository for "Image Quality-aware Diagnosis via Meta-knowledge Co-embedding" (CVPR2023)☆17May 27, 2023Updated 2 years ago
- HRDecoder: High-Resolution Decoder Network for Fundus Image Lesion Segmentation☆21Apr 19, 2025Updated last year
- ☆20Apr 12, 2018Updated 8 years ago
- SynFundus-1M is a synthetic fundus image dataset consisting of millions of images and extensive annotations that can help improve the per…☆30Jul 11, 2024Updated last year
- ☆65Nov 27, 2021Updated 4 years ago