YijinHuang / pytorch-classificationLinks
A general, feasible, and extensible framework for classification tasks.
☆63Updated 2 months ago
Alternatives and similar repositories for pytorch-classification
Users that are interested in pytorch-classification are comparing it to the libraries listed below
Sorting:
- This is the official implementation of the paper Lesion-based Contrastive Learning for Diabetic Retinopathy Grading from Fundus Images.☆44Updated 11 months ago
- This repository is the official PyTorch implementation of paper "Single Model Deep Learning on Imbalanced Small Datasets for Skin Lesion …☆30Updated 3 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
- 【MICCAI 2022】"TBraTS: Trusted Brain Tumor Segmentation"☆53Updated last year
- [CVPR‘22] Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization☆107Updated 11 months ago
- Code of 'Modeling and Enhancing Low-quality Retinal Fundus Images'☆43Updated 3 years ago
- Diabetic Retinopathy Two-field image Dataset (DRTiD) & source code of Cross-Field Transformer for Diabetic Retinopathy Grading on Two-fie…☆27Updated last year
- AAU-net: An Adaptive Attention U-net for Breast Lesions Segmentation in Ultrasound Images☆86Updated 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
- Official implementation of our paper "Self-Supervised Pretraining for 2D Medical Image Segmentation"☆47Updated last year
- Code for "Learning to Address Intra-segment Misclassification in Retinal Imaging"☆35Updated 2 years ago
- A General-purpose High-quality Dataset for Diabetic Retinopathy Classification, Lesion Segmentation and Lesion Detection☆95Updated 7 months ago
- State-of-the-art retinal vessel segmentation with minimalistic models☆85Updated last year
- This repo is the source code for [BiTr-Unet: a CNN-Transformer Combined Network for MRI Brain Tumor Segmentation].☆32Updated 2 years ago
- Official Code for Paper "GDRNet: Towards Generalizable Diabetic Retinopathy Grading in Unseen Domains"☆38Updated last year
- [MICCAI'21] [Tensorflow] Retinal Vessel Segmentation using a Novel Multi-scale Generative Adversarial Network☆92Updated 3 years ago
- Codes for MICCAI2021 paper "Shallow Attention Network for Polyp Segmentation"☆61Updated 3 years ago
- ☆113Updated 3 years ago
- [AAAI 2023] Official PyTorch implementation of the paper "SLAug: Rethinking Data Augmentation for Single-source Domain Generalization in …☆74Updated 8 months ago
- [MICCAI 2021] Study Group Learning: Improving Retinal Vessel Segmentation Trained with Noisy Labels: New SOTA on both DRIVE and CHASE_DB1…☆109Updated 3 years ago
- The official code repository for "Image Quality-aware Diagnosis via Meta-knowledge Co-embedding" (CVPR2023)☆15Updated 2 years ago
- Public repo for the ICCV2021-CVAMD paper "Is it Time to Replace CNNs with Transformers for Medical Images?"☆114Updated 3 years ago
- Contextual Attention Network: Transformer Meets U-Net☆95Updated 3 years ago
- MICCAI 2022 Paper with Code☆95Updated 2 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
- [PR2022] The Code of “EANet: Iterative Edge Attention Network for Medical Image Segmentation”☆60Updated 3 years ago
- ☆20Updated 10 months ago
- CS-Net (MICCAI 2019) and CS2-Net (MedIA 2020)☆101Updated 3 years ago
- ☆29Updated last year