YijinHuang / pytorch-classification
A general, feasible, and extensible framework for classification tasks.
☆62Updated 5 months ago
Alternatives and similar repositories for pytorch-classification:
Users that are interested in pytorch-classification are comparing it to the libraries listed below
- This is the official implementation of the paper Lesion-based Contrastive Learning for Diabetic Retinopathy Grading from Fundus Images.☆43Updated 9 months ago
- PyTorch implementation for our paper on TMI2022: Retinal Vessel Segmentation with Skeletal Prior and Contrastive Loss☆52Updated last month
- [CVPR‘22] Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization☆105Updated 8 months ago
- SSiT: Saliency-guided Self-supervised Image Transformer for Diabetic Retinopathy Grading☆28Updated 3 months ago
- Official implementation of our paper "Self-Supervised Pretraining for 2D Medical Image Segmentation"☆47Updated last year
- AAU-net: An Adaptive Attention U-net for Breast Lesions Segmentation in Ultrasound Images☆86Updated last year
- This repository is the official PyTorch implementation of paper "Single Model Deep Learning on Imbalanced Small Datasets for Skin Lesion …☆29Updated 3 years ago
- Domain Adaptation and Generalization for Medical Image Analysis☆127Updated last year
- 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
- [IEEE-TMI'22] Causality-inspired Single-source Domain Generalization for Medical Image Segmentation (code&data-processing pipeline)☆97Updated 2 years ago
- Official Code for Paper "GDRNet: Towards Generalizable Diabetic Retinopathy Grading in Unseen Domains"☆32Updated 11 months ago
- MICCAI 2022 Paper with Code☆96Updated 2 years ago
- ☆76Updated 7 months ago
- [PR2022] The Code of “EANet: Iterative Edge Attention Network for Medical Image Segmentation”☆58Updated 2 years ago
- CS-Net (MICCAI 2019) and CS2-Net (MedIA 2020)☆98Updated 2 years ago
- I-SECRET: Importance-guided fundus image enhancement via semi-supervised contrastive constraining☆25Updated 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
- The official code repository for "Image Quality-aware Diagnosis via Meta-knowledge Co-embedding" (CVPR2023)☆15Updated last year
- [MICCAI 2021] Study Group Learning: Improving Retinal Vessel Segmentation Trained with Noisy Labels: New SOTA on both DRIVE and CHASE_DB1…☆108Updated 3 years ago
- 【MICCAI 2022】"TBraTS: Trusted Brain Tumor Segmentation"☆49Updated last year
- code for paper Positional Contrastive Learning for Volumetric Medical Image Segmentation☆59Updated 6 months ago
- Diabetic Retinopathy Two-field image Dataset (DRTiD) & source code of Cross-Field Transformer for Diabetic Retinopathy Grading on Two-fie…☆26Updated 10 months ago
- ☆20Updated 4 months ago
- ☆27Updated last year
- ☆43Updated 3 years ago
- Code of 'Modeling and Enhancing Low-quality Retinal Fundus Images'☆43Updated 3 years ago
- MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation☆58Updated 10 months ago
- ☆112Updated 3 years ago
- State-of-the-art retinal vessel segmentation with minimalistic models☆81Updated last year
- Public repo for the ICCV2021-CVAMD paper "Is it Time to Replace CNNs with Transformers for Medical Images?"☆113Updated 3 years ago