mlnotebook / domain_adapation_istnLinks
Adversarially training Image and Spatial Transformer Networks to perform Domain Adapation
☆13Updated 4 years ago
Alternatives and similar repositories for domain_adapation_istn
Users that are interested in domain_adapation_istn are comparing it to the libraries listed below
Sorting:
- Example Code for Self-Supervised Feature Learning in Medical Volume Scans☆14Updated 5 years ago
- A PyTorch implementation of the Probabilistic U-Net, applied to probabilistic glioma growth☆43Updated 6 years ago
- Uncertainty-Guided Interactive Refinement for Segmentation☆58Updated 4 years ago
- Code for Dual-Consistency Semi-Supervised Learningwith Uncertainty Quantification for COVID-19Lesion Segmentation from CT Images☆29Updated 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 4 years ago
- ☆23Updated 3 years ago
- Code for the paper: Valvano G. et al. (2021), Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates☆43Updated 3 years ago
- Repository for the Medical Out-of-Distribution Analysis Challenge.☆63Updated last year
- [MICCAI2019 & TMI2020] Overfitting under Class Imbalance: Anaylsis and Improvements for Medical Image Segmentation.☆22Updated last year
- A solution to MICCAI 2020 M&Ms☆25Updated 5 years ago
- PIPO-FAN for multi organ segmentation over partial labeled datasets using pytorch☆62Updated 4 years ago
- The implementation of "Semi-supervised Medical Image Classification with Global Latent Mixing". [MICCAI2020]☆24Updated last year
- TarGAN - Official PyTorch Implementation (MICCAI 2021)☆22Updated 4 years ago
- Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation☆55Updated last year
- Feature extraction for overall survival prediction in BraTS 2019 challenge☆11Updated 4 years ago
- pymia: A Python package for data handling and evaluation in deep learning-based medical image analysis☆60Updated 8 months ago
- MvMM-RegNet: A new image registration framework based on multivariate mixture model and neural network estimation (MICCAI 2020)☆30Updated last year
- Artery vein separation☆54Updated 2 years ago
- [TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation☆112Updated 2 years ago
- ☆15Updated 5 years ago
- ☆36Updated 2 years ago
- Official Keras & PyTorch Implementation and Pre-trained Models for TransVW☆63Updated 3 years ago
- Code for Paper: Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classification☆45Updated 5 years ago
- [AAAI'19] Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation☆13Updated 5 years ago
- Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation☆35Updated 2 years ago
- Official Keras & PyTorch Implementation and Pre-trained Models for Semantic Genesis - MICCAI 2020☆82Updated 3 years ago
- Learning joint Segmentation of Tissues And Brain Lesions (jSTABL) from task-specific hetero-modal domain-shifted datasets☆13Updated 4 months ago
- demo of a vae model for pancreas segmentation.☆29Updated 5 years ago
- Code for our MIDL 2021 submission☆16Updated 4 years ago
- Multi-Modal Learning from Unpaired Images: Application to Multi-Organ Segmentation in CT and MRI.☆28Updated 6 years ago