shangqigao / BayeSeg
The official implementation of "Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmentation" via Pytorch
☆40Updated 2 years ago
Alternatives and similar repositories for BayeSeg:
Users that are interested in BayeSeg are comparing it to the libraries listed below
- ☆58Updated last year
- [MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation☆39Updated last year
- 【MICCAI 2022】"TBraTS: Trusted Brain Tumor Segmentation"☆49Updated last year
- [JBHI2022] A novel 3D unsupervised domain adaptation framework for cross-modality medical image segmentation☆45Updated last year
- 3D vessel-like structure segmentation in pytorch☆31Updated last year
- ☆52Updated 2 years ago
- Preprocessing scripts: from dicom to aligned nitfy for SynthRAD2023 Grand Challenge☆63Updated last year
- ☆31Updated last year
- This repository contains the implementation for our work "Learning Topological Interactions for Multi-Class Medical Image Segmentation", …☆77Updated last year
- MSHub: Medical Image Segmentation Hub with Pre-trained nnUNets☆21Updated last week
- Repository for the paper "Synthetic optical coherence tomography angiographs for detailed retinal vessel segmentation without human annot…☆36Updated 6 months ago
- ☆48Updated 5 months ago
- Project page of the paper 'Self-Supervised Vessel Segmentation via Adversarial Learning'☆42Updated 3 years ago
- ☆57Updated last year
- Multimodal Brain Tumor Segmentation Using Contrastive Learning based Feature Comparison with Monomodal Normal Brain Images☆22Updated 2 years ago
- [MICCAI2024] Rethinking Abdominal Organ Segmentation (RAOS) in the clinical scenario: A robustness evaluation benchmark with challenging …☆39Updated 7 months ago
- This is a nnUNet for semi-supervised☆16Updated 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
- [MICCAI21, TMI22] Mean-Teacher-Assisted Confident Learning☆75Updated last year
- Medical image registration, affine and deformable registration☆29Updated 3 months ago
- MICCAI 2024: nnUNet incorporating additional baselines as SAMed️, Mamba Variants, and MedNeXT to establish a benchmark for segmentation c…☆74Updated 6 months ago
- PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge Distillatio…☆18Updated last year
- PyTorch implementation for our paper on TMI2022: Retinal Vessel Segmentation with Skeletal Prior and Contrastive Loss☆51Updated 2 weeks ago
- Codes for our paper "Boundary-Enhanced Self-Supervised Learningfor Brain Structure Segmentation"☆23Updated 2 years ago
- [MICCAI 2022] ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation☆35Updated 2 years ago
- autoPET TCIA pipeline☆44Updated 2 years ago
- ☆25Updated 2 years ago
- ☆28Updated 4 months ago
- ☆25Updated 3 months ago
- ☆40Updated 2 years ago