shangqigao / BayeSegLinks
The official implementation of "Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmentation" via Pytorch
☆40Updated 3 years ago
Alternatives and similar repositories for BayeSeg
Users that are interested in BayeSeg are comparing it to the libraries listed below
Sorting:
- ☆68Updated 2 years ago
- [MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation☆40Updated 6 months ago
- ☆71Updated last year
- Project page of the paper 'Self-Supervised Vessel Segmentation via Adversarial Learning'☆42Updated 4 years ago
- This repository contains the implementation for our work "Learning Topological Interactions for Multi-Class Medical Image Segmentation", …☆83Updated last year
- [MICCAI2024] Rethinking Abdominal Organ Segmentation (RAOS) in the clinical scenario: A robustness evaluation benchmark with challenging …☆55Updated last year
- [MedIA Best Paper Award] Official implementation of MedIA paper "BayeSeg: Bayesian Modelling for Medical Image Segmentation with Interpre…☆90Updated last year
- Codes for our paper "Boundary-Enhanced Self-Supervised Learningfor Brain Structure Segmentation"☆23Updated 3 years ago
- TMSS: An End-to-End Transformer-based Multimodal Network for Segmentation and Survival Prediction☆34Updated 3 years ago
- 【MICCAI 2022】"TBraTS: Trusted Brain Tumor Segmentation"☆59Updated last year
- [MICCAI21, TMI22] Mean-Teacher-Assisted Confident Learning☆80Updated 2 years ago
- NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation☆77Updated 2 weeks ago
- [MICCAI 2022] ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation☆37Updated 3 years ago
- This repository is an unoffical PyTorch implementation of Semi-Supervised Learning on Medical Segmentation in 2D and 3D.☆49Updated 3 years ago
- MedIA 2025 | A-Eval: A Benchmark for Cross-Dataset and Cross-Modality Evaluation of Abdominal Multi-Organ Segmentation☆32Updated 9 months ago
- code for paper Positional Contrastive Learning for Volumetric Medical Image Segmentation☆58Updated last year
- Preprocessing scripts: from dicom to aligned nitfy for SynthRAD2023 Grand Challenge☆69Updated 2 years ago
- [SegRap2023&MedIA2025]A challenge about organ-at-risk and gross-tumor-volume segmentation in adaptive radiotherapy hosted on MICCAI2023.☆30Updated 9 months ago
- 3D vessel-like structure segmentation in pytorch☆31Updated 2 years ago
- [ACM MM 2023] This repo is the official implementation of "ScribbleVC: Scribble-supervised Medical Image Segmentation with Vision-Class E…☆24Updated 2 years ago
- Multimodal Brain Tumor Segmentation Using Contrastive Learning based Feature Comparison with Monomodal Normal Brain Images☆23Updated 3 years ago
- ☆31Updated 2 years ago
- ☆16Updated 4 years ago
- ☆56Updated 3 years ago
- ☆29Updated 3 years ago
- [IEEE-TMI'22] Causality-inspired Single-source Domain Generalization for Medical Image Segmentation (code&data-processing pipeline)☆109Updated 3 years ago
- ☆31Updated last year
- ☆47Updated 3 years ago
- Medical image registration, affine and deformable registration☆32Updated 8 months ago
- NeurIPS 2023: Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation☆108Updated last year