gvalvano / sdtnet
Spatial Decomposition and Transformation Network - TensorFlow
☆14Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for sdtnet
- Code for our MIDL 2021 submission☆16Updated 3 years ago
- ☆16Updated 5 years ago
- [MICCAI2019 & TMI2020] Overfitting under Class Imbalance: Anaylsis and Improvements for Medical Image Segmentation.☆21Updated last year
- Code for our arxiv preprint: https://arxiv.org/abs/1904.05236☆34Updated 5 years ago
- Uncertainty-Guided Interactive Refinement for Segmentation☆58Updated 3 years ago
- A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.☆23Updated 5 years ago
- Code for Disentangle Align and Fuse for Multimodal and Zero-shot Image Segmentation☆14Updated last year
- ☆36Updated last year
- ☆28Updated 4 years ago
- A PyTorch implementation of the Probabilistic U-Net, applied to probabilistic glioma growth☆43Updated 5 years ago
- Stroke growth prediction☆9Updated last year
- Official Code Repository for Diagnosing Colorectal Polyps in the Wild with Capsule Networks☆16Updated 2 years ago
- Tensorflow implementation of spatial transformer network for 2d/3d image and supports affine/non-rigid transformation☆43Updated 8 years ago
- ☆29Updated 3 years ago
- Spatial Decomposition Network - TensorFlow☆9Updated 4 years ago
- SDNet Keras implementation☆44Updated 4 years ago
- A New Ensemble Learning Framework for 3D Biomedical Image Segmentation, AAAI, 2019☆16Updated 6 years ago
- Accepted in MIDL 2020☆32Updated 3 years ago
- Code release for the paper I. Zakazov, B. Shirokikh et al. "Anatomy of Domain Shift Impact on U-Net Layers in MRI Segmentation" (MICCAI 2…☆13Updated 3 years ago
- This repository corresponds to the evaluation code used for the REFUGE challenge. Please, use it as a sanity check to verify that the for…☆15Updated 5 years ago
- Official code for 'Unsupervised Local Discrimination for Medical Images'.☆21Updated 2 years ago
- The implementation of "Semi-supervised Medical Image Classification with Global Latent Mixing". [MICCAI2020]☆21Updated last year
- Repository for the Medical Out-of-Distribution Analysis Challenge.☆61Updated 4 months ago
- Official PyTorch implementation of "Unsupervised Microvascular Image Segmentation Using an Active Contours Mimicking Neural Network"☆72Updated 3 years ago
- pytorch implementation of UNet++(Nested UNet)☆13Updated 5 years ago
- Repository for the article "Unsupervised domain adaptation for medical imaging segmentation with self-ensembling".☆43Updated 5 years ago
- Application of CollaGAN (Collaborative GAN) for MRI Image Imputation☆25Updated 4 years ago