YijinHuang / Lesion-based-Contrastive-LearningLinks
This is the official implementation of the paper Lesion-based Contrastive Learning for Diabetic Retinopathy Grading from Fundus Images.
☆44Updated 11 months ago
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
Sorting:
- Code for "Learning to Address Intra-segment Misclassification in Retinal Imaging"☆35Updated 2 years ago
- I-SECRET: Importance-guided fundus image enhancement via semi-supervised contrastive constraining☆29Updated last year
- Code of 'Modeling and Enhancing Low-quality Retinal Fundus Images'☆43Updated 3 years ago
- This repository is an official PyTorch implementation of the paper "BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framewor…☆29Updated 2 years ago
- SSiT: Saliency-guided Self-supervised Image Transformer for Diabetic Retinopathy Grading☆30Updated 6 months ago
- PyTorch implementation for our paper on TMI2022: Retinal Vessel Segmentation with Skeletal Prior and Contrastive Loss☆55Updated 4 months ago
- Diabetic Retinopathy Two-field image Dataset (DRTiD) & source code of Cross-Field Transformer for Diabetic Retinopathy Grading on Two-fie…☆27Updated last year
- Official website of our paper: Applications of Deep Learning in Fundus Images: A Review. Newly-released datasets and recently-published p…☆93Updated 3 years ago
- Starting from MICCAI 2021, all accepted papers and their corresponding reviews are publicly available on OpenReview. This repo contains s…☆57Updated 3 years ago
- [MICCAI21, TMI22] Mean-Teacher-Assisted Confident Learning☆76Updated last year
- Project for annotation-free image enhancement of fundus, cataract data.☆33Updated last year
- ☆40Updated 2 years ago
- The official code repository for "Image Quality-aware Diagnosis via Meta-knowledge Co-embedding" (CVPR2023)☆15Updated 2 years ago
- 【MICCAI 2022】"TBraTS: Trusted Brain Tumor Segmentation"☆53Updated last year
- Patho-GAN: interpretation + medical data augmentation. Code for paper work "Explainable Diabetic Retinopathy Detection and Retinal Image …☆80Updated 3 years ago
- MICCAI 2022 Paper with Code☆95Updated 2 years ago
- [MICCAI2020]CPM-Net: A 3D Center-Points Matching Network for Pulmonary Nodule Detection in CT Scans☆58Updated 2 years ago
- ☆12Updated 3 years ago
- ☆80Updated 2 years ago
- [CVPR‘22] Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization☆107Updated 11 months ago
- A General-purpose High-quality Dataset for Diabetic Retinopathy Classification, Lesion Segmentation and Lesion Detection☆95Updated 7 months ago
- ☆29Updated last year
- L-Seg: An End-to-End Unified Framework for Multi-lesion Segmentation of Fundus Images☆19Updated 6 years ago
- [MICCAI 2023] Fundus-Enhanced Disease-Aware Distillation Model for Retinal Disease Classification from OCT Images☆30Updated 6 months ago
- Multi-scale interactive network with artery/vein discriminator for retinal vessel classification☆2Updated last year
- Optic Disc and Optic Cup Segmentation using 57 layered deep convolutional neural network☆52Updated 6 years ago
- [TMI'22] "AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation".☆69Updated last year
- OCT preprocessing: Fully Convolutional Boundary Regression for Retina OCT Segmentation☆49Updated 4 years ago
- A general, feasible, and extensible framework for classification tasks.☆63Updated 2 months ago
- [MICCAI2021] This is an official PyTorch implementation for "Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segment…☆51Updated 3 years ago