shangqigao / BayeSegLinks
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
Sorting:
- [MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation☆40Updated 5 months ago
- This repository contains the implementation for our work "Learning Topological Interactions for Multi-Class Medical Image Segmentation", …☆83Updated last year
- [MedIA Best Paper Award] Official implementation of MedIA paper "BayeSeg: Bayesian Modelling for Medical Image Segmentation with Interpre…☆90Updated 10 months ago
- ☆69Updated last year
- 3D vessel-like structure segmentation in pytorch☆31Updated 2 years ago
- ☆65Updated 2 years ago
- Project page of the paper 'Self-Supervised Vessel Segmentation via Adversarial Learning'☆42Updated 4 years ago
- ☆29Updated 3 years ago
- [IEEE-TMI'22] Causality-inspired Single-source Domain Generalization for Medical Image Segmentation (code&data-processing pipeline)☆109Updated 2 years ago
- 【MICCAI 2022】"TBraTS: Trusted Brain Tumor Segmentation"☆56Updated last year
- [MICCAI21, TMI22] Mean-Teacher-Assisted Confident Learning☆81Updated last year
- [TMI'22] "AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation".☆71Updated last year
- ☆16Updated 4 years ago
- This repository is an unoffical PyTorch implementation of Semi-Supervised Learning on Medical Segmentation in 2D and 3D.☆46Updated 3 years ago
- NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation☆76Updated 8 months ago
- [JBHI2022] A novel 3D unsupervised domain adaptation framework for cross-modality medical image segmentation☆49Updated 2 years ago
- Codes for our paper "Boundary-Enhanced Self-Supervised Learningfor Brain Structure Segmentation"☆23Updated 2 years ago
- [IEEE-TMI'23] TaG-Net: Topology-aware Graph Network for Centerline-based Vessel Labeling☆42Updated last year
- Anatomy-guided Multimodal Registration by Learning Segmentation without Ground Truth: Application to Intraprocedural CBCT/MR Liver Segmen…☆29Updated 4 years ago
- [ACM MM 2023] This repo is the official implementation of "ScribbleVC: Scribble-supervised Medical Image Segmentation with Vision-Class E…☆24Updated last year
- MICCAI 2022 Paper with Code☆95Updated 3 years ago
- TMSS: An End-to-End Transformer-based Multimodal Network for Segmentation and Survival Prediction☆34Updated 3 years ago
- Medical image registration, affine and deformable registration☆31Updated 7 months ago
- [MICCAI 2022] ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation☆37Updated 3 years ago
- ☆46Updated 3 years ago
- Multimodal Brain Tumor Segmentation Using Contrastive Learning based Feature Comparison with Monomodal Normal Brain Images☆23Updated 3 years ago
- [MICCAI 2024] Centerline Boundary Dice Loss for Vascular Segmentation☆70Updated 2 months ago
- VFT is a domain generalization model for retinal vessel segmentation that trained on fundus image and test on OCT-A☆19Updated 2 years ago
- ☆30Updated 10 months ago
- Trained with just raw 3D volumes, a single Sli2Vol model can be used to propagate a single-slice annotation to the whole 3D volume, for a…☆27Updated 2 years ago