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☆283Updated 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
- Tensorflow Code for "PHiSeg: Capturing Uncertainty in Medical Image Segmentation", Proc. MICCAI 2019☆126Updated 2 years ago
- [IJCAI'18] Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss (code&data)☆294Updated 5 years ago
- [TMI'20, AAAI'19] Synergistic Image and Feature Adaptation☆263Updated 4 years ago
- ☆324Updated 2 years ago
- How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study☆390Updated 3 years ago
- matlab and python wrap of crf and dense crf, both 2d and 3d are supported☆169Updated 2 years ago
- ☆192Updated 3 years ago
- This repository implements pytorch version of the modifed 3D U-Net from Fabian Isensee et al. participating in BraTS2017☆219Updated 6 years ago
- COVID-19 Pneumonia Lesion segmentation network☆88Updated 3 years ago
- [IEEE JBHI'21] Reinventing 2D Convolutions for 3D Images - 1 line of code to convert pretrained 2D models to 3D!☆168Updated last year
- Implementation of "Data augmentation using learned transforms for one-shot medical image segmentation"☆394Updated 4 years ago
- A Benchmark for Lung and Infection Segmentation in COVID-19 CT scans☆144Updated 3 years ago
- PyTorch implementation of OrganSegRSTN - CVPR 2018☆108Updated 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
- A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.☆552Updated 2 years ago
- ☆84Updated 6 years ago
- Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images☆142Updated 4 years ago
- PyTorch implementation of 'Squeeze and Excite' Guided Few Shot Segmentation of Volumetric Scans☆110Updated 5 years ago
- Code for tutorial at MICCAI 2022☆93Updated last year
- An example project of how to use a U-Net for segmentation on medical images with PyTorch.☆145Updated 9 months ago
- code for MICCAI 2019 paper 'Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation'.☆499Updated 4 years ago
- The official repository of the 2021 Kidney and Kidney Tumor Segmentation Challenge☆176Updated 2 years ago
- [TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation☆110Updated 2 years ago
- Semi-supervised Medical Image Segmentation through Dual-task Consistency☆305Updated 3 years ago
- Implementation of active contour loss function☆201Updated 4 years ago
- [MICCAI'20] Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains & A Well-organized Multi-site Dataset☆126Updated 4 years ago
- abdominal multi-organ segmentation using pytorch☆133Updated 5 years ago
- ☆184Updated 5 years ago