JunMa11 / MedUncertainty
Uncertainty in Medical Image Analysis
☆316Updated 3 years ago
Alternatives and similar repositories for MedUncertainty:
Users that are interested in MedUncertainty are comparing it to the libraries listed below
- A Probabilistic U-Net for segmentation of ambiguous images implemented in PyTorch☆280Updated 6 years ago
- Tensorflow Code for "PHiSeg: Capturing Uncertainty in Medical Image Segmentation", Proc. MICCAI 2019☆125Updated 2 years ago
- How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study☆390Updated 3 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
- ☆323Updated 2 years ago
- [TMI'20, AAAI'19] Synergistic Image and Feature Adaptation☆263Updated 4 years ago
- A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.☆549Updated 2 years ago
- [IJCAI'18] Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss (code&data)☆290Updated 5 years ago
- Code for NeurIPS 2020 article "Contrastive learning of global and local features for medical image segmentation with limited annotations"☆181Updated 3 years ago
- This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenario…☆152Updated 5 years ago
- ☆192Updated 3 years ago
- A Benchmark for Lung and Infection Segmentation in COVID-19 CT scans☆144Updated 3 years ago
- Official Pytorch Code of KiU-Net for Image/3D Segmentation - MICCAI 2020 (Oral), IEEE TMI☆377Updated last year
- code for MICCAI 2019 paper 'Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation'.☆497Updated 4 years ago
- ☆84Updated 6 years ago
- COVID-19 Pneumonia Lesion segmentation network☆88Updated 3 years ago
- PyTorch implementation of OrganSegRSTN - CVPR 2018☆108Updated 3 years ago
- An example project of how to use a U-Net for segmentation on medical images with PyTorch.☆144Updated 8 months ago
- matlab and python wrap of crf and dense crf, both 2d and 3d are supported☆169Updated 2 years ago
- [MICCAI 2019 Young Scientist Award] [MEDIA 2020 Best Paper Award] Models Genesis☆760Updated 2 months ago
- implementation of 3DUNet by PyTorch 1.0☆63Updated 4 years ago
- [IEEE JBHI'21] Reinventing 2D Convolutions for 3D Images - 1 line of code to convert pretrained 2D models to 3D!☆167Updated 11 months ago
- ☆183Updated 5 years ago
- abdominal multi-organ segmentation using pytorch☆133Updated 5 years ago
- [MICCAI2021] CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation☆307Updated 6 months ago
- Official Keras & PyTorch Implementation and Pre-trained Models for Semantic Genesis - MICCAI 2020☆81Updated 3 years ago
- Implementation of "Data augmentation using learned transforms for one-shot medical image segmentation"☆394Updated 4 years ago
- Multi-Planar UNet for autonomous segmentation of 3D medical images☆190Updated last year
- Implementation of active contour loss function☆200Updated 4 years ago
- The official repository of the 2019 Kidney and Kidney Tumor Segmentation Challenge☆448Updated last year