MediaBrain-SJTU / BE-SSL
Codes for our paper "Boundary-Enhanced Self-Supervised Learningfor Brain Structure Segmentation"
☆23Updated 2 years ago
Alternatives and similar repositories for BE-SSL:
Users that are interested in BE-SSL are comparing it to the libraries listed below
- ☆52Updated 2 years ago
- [MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation☆39Updated last year
- The official implementation of "Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmen…☆40Updated 2 years ago
- ☆58Updated last year
- [MICCAI 2022] ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation☆35Updated 2 years ago
- [MICCAI 2021] Official Implementation for "MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Lab…☆28Updated 2 years ago
- ☆27Updated 2 years ago
- 3D vessel-like structure segmentation in pytorch☆31Updated last year
- [MIA' 22] Source free domain adaptation for medical image segmentation with fourier style mining☆43Updated last year
- [MICCAI 2022] MaxStyle: Adversarial Style Composition for Robust Medical Image Segmentation☆33Updated 2 years ago
- ☆17Updated 3 years ago
- ☆40Updated 2 years ago
- Project page of the paper 'Self-Supervised Vessel Segmentation via Adversarial Learning'☆42Updated 3 years ago
- PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge Distillatio…☆18Updated last year
- Multimodal Brain Tumor Segmentation Using Contrastive Learning based Feature Comparison with Monomodal Normal Brain Images☆22Updated 2 years ago
- [IEEE TMI'22] DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images☆16Updated last year
- 【MICCAI 2022】"TBraTS: Trusted Brain Tumor Segmentation"☆49Updated last year
- ☆25Updated 3 months ago
- Disentangle domain features for cross-modality cardiac image segmentation☆21Updated 3 years ago
- ☆13Updated last year
- ☆44Updated 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
- ☆31Updated last year
- PyTorch model for the Generalized Probabilistic U-Net. For more details see: https://www.melba-journal.org/papers/2023:005.html☆14Updated last year
- [MICCAI'21] Source-Free domain adaptive fundus image segmentation with denoised pseudo-labeling☆57Updated 3 years ago
- [JBHI2022] A novel 3D unsupervised domain adaptation framework for cross-modality medical image segmentation☆45Updated last year
- MSHub: Medical Image Segmentation Hub with Pre-trained nnUNets☆21Updated last week
- ☆33Updated 3 years ago
- [MICCAI2021] This is an official PyTorch implementation for "Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segment…☆48Updated 3 years ago
- This repository contains the implementation for our work "Learning Topological Interactions for Multi-Class Medical Image Segmentation", …☆77Updated last year