MediaBrain-SJTU / BE-SSLLinks
Codes for our paper "Boundary-Enhanced Self-Supervised Learningfor Brain Structure Segmentation"
☆23Updated 3 years ago
Alternatives and similar repositories for BE-SSL
Users that are interested in BE-SSL are comparing it to the libraries listed below
Sorting:
- [MICCAI 2022] MaxStyle: Adversarial Style Composition for Robust Medical Image Segmentation☆34Updated 3 years ago
- ☆68Updated 2 years ago
- ☆47Updated 3 years ago
- ☆29Updated 2 years ago
- [IEEE-TMI'22] Causality-inspired Single-source Domain Generalization for Medical Image Segmentation (code&data-processing pipeline)☆110Updated 3 years ago
- code for paper Positional Contrastive Learning for Volumetric Medical Image Segmentation☆58Updated last year
- [MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation☆40Updated 7 months ago
- [MICCAI 2022] ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation☆37Updated 3 years ago
- The official implementation of "Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmen…☆40Updated 3 years ago
- MICCAI 2022: Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation☆51Updated last year
- ☆56Updated 3 years ago
- This repository contains the implementation for our work "Learning Topological Interactions for Multi-Class Medical Image Segmentation", …☆83Updated last year
- [MICCAI'21] Source-Free domain adaptive fundus image segmentation with denoised pseudo-labeling☆61Updated 3 years ago
- Code for Pseudo label based contrastive learning joint training approach☆59Updated 3 years ago
- MICCAI 2022 Paper with Code☆94Updated 3 years ago
- domain adaptation with CF distance for medical image segmentation☆27Updated 3 years ago
- [MICCAI21, TMI22] Mean-Teacher-Assisted Confident Learning☆80Updated 2 years ago
- [CVPR‘22] Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization☆107Updated last year
- ☆31Updated 2 years ago
- AAAI 2022: Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation☆42Updated 3 years ago
- Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation☆37Updated 4 years ago
- ☆72Updated last year
- [IEEE TMI'22] DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images☆19Updated 2 years ago
- code for TMI DoFE: Domain-oriented Feature Embeddingfor Generalizable Fundus Image Segmentationon Unseen Datasets☆65Updated 3 years ago
- A curated list of diffusion models in medical image analysis.☆89Updated 3 years ago
- Official PyTorch Implementation for DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysi…☆106Updated last year
- This repository is an official PyTorch implementation of the paper "BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framewor…☆29Updated 3 years ago
- [MIA' 22] Source free domain adaptation for medical image segmentation with fourier style mining☆49Updated last year
- ☆18Updated 3 years ago
- ☆77Updated last year