LucasFidon / GeneralizedWassersteinDiceLoss
Official implementation of the Generalized Wasserstein Dice Loss in PyTorch
☆81Updated 2 years ago
Alternatives and similar repositories for GeneralizedWassersteinDiceLoss:
Users that are interested in GeneralizedWassersteinDiceLoss are comparing it to the libraries listed below
- semi-supervised and task driven data augmentation code to improve segmentation performance☆57Updated last year
- Implementations of "Learning Euler's Elastica Model for Medical Image Segmentation"☆72Updated 4 years ago
- ☆37Updated 2 years ago
- Code for our paper SAUNet: Shape Attentive U-Net for Interpretable Medical Image Segmentation. https://arxiv.org/pdf/2001.07645v3.pdf pub…☆94Updated 3 years ago
- [TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation☆110Updated last year
- An unofficial pytorch implementation for "Learning Active Contour Models for Medical Image Segmentation" by Chen, Xu, et al.☆75Updated 3 weeks ago
- Code for MICCAI2020 paper "An Elastic Interaction-Based Loss Function for Medical Image Segmentation"☆38Updated last year
- Repository for MICCAI 2021 paper Balanced-MixUp for Highly Imbalanced Medical Image Classification☆69Updated 2 years ago
- pytorch implementation of SEG-GRAD-CAM,which based on grad-cam☆52Updated 4 years ago
- Code for the paper : Do we really need dice? The hidden region-size biases of segmentation losses. MeDIA 2023. https://www.sciencedirect.…☆38Updated last year
- Implementation of Hausdorff loss function for DNN learning in segmentation tasks.☆63Updated 6 months ago
- ☆133Updated 3 years ago
- [MICCAI 2021] BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image Segmentation☆38Updated 2 years ago
- blob loss example implementation☆36Updated 5 months ago
- Image data augmentation on-the-fly by add new class on transforms in PyTorch and torchvision.☆105Updated 2 years ago
- ☆112Updated 3 years ago
- Compound loss for PyTorch☆45Updated 2 years ago
- official pytorch implementation of PCRL☆77Updated 3 years ago
- [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images☆71Updated last year
- Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation☆53Updated last year
- Official implementation of our paper "Self-Supervised Pretraining for 2D Medical Image Segmentation"☆43Updated 11 months ago
- COVID-19 Pneumonia Lesion segmentation network☆87Updated 3 years ago
- ☆155Updated 2 years ago
- [MICCAI 2020] BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture☆62Updated 3 years ago
- [MICCAI'21] [Tensorflow] Retinal Vessel Segmentation using a Novel Multi-scale Generative Adversarial Network☆89Updated 2 years ago
- CS-Net (MICCAI 2019) and CS2-Net (MedIA 2020)☆98Updated 2 years ago
- Solution to MICCAI 2020 ADAM☆36Updated 4 years ago
- Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images☆138Updated 4 years ago
- Learning Directional Feature Maps for Cardiac MRI Segmentation (MICCAI2020)☆62Updated 4 years ago
- Joint Learning of Vessel Segmentation and Artery/Vein Classification☆62Updated 4 years ago