JunMa11 / MedUncertainty
Uncertainty in Medical Image Analysis
☆315Updated 3 years ago
Alternatives and similar repositories for MedUncertainty
Users that are interested in MedUncertainty are comparing it to the libraries listed below
Sorting:
- A Probabilistic U-Net for segmentation of ambiguous images implemented in PyTorch☆282Updated 6 years ago
- Tensorflow Code for "PHiSeg: Capturing Uncertainty in Medical Image Segmentation", Proc. MICCAI 2019☆127Updated 2 years ago
- This repository implements pytorch version of the modifed 3D U-Net from Fabian Isensee et al. participating in BraTS2017☆218Updated 6 years ago
- [TMI'20, AAAI'19] Synergistic Image and Feature Adaptation☆263Updated 4 years ago
- [IJCAI'18] Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss (code&data)☆293Updated 5 years ago
- A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.☆551Updated 2 years ago
- ☆192Updated 3 years ago
- abdominal multi-organ segmentation using pytorch☆133Updated 6 years ago
- Code for NeurIPS 2020 article "Contrastive learning of global and local features for medical image segmentation with limited annotations"☆182Updated 3 years ago
- ☆324Updated 2 years ago
- How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study☆390Updated 4 years ago
- ☆84Updated 6 years ago
- An example project of how to use a U-Net for segmentation on medical images with PyTorch.☆144Updated 9 months ago
- A Benchmark for Lung and Infection Segmentation in COVID-19 CT scans☆144Updated 3 years ago
- matlab and python wrap of crf and dense crf, both 2d and 3d are supported