mlnotebook / domain_adapation_istnLinks
Adversarially training Image and Spatial Transformer Networks to perform Domain Adapation
☆13Updated 5 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:
- A PyTorch implementation of the Probabilistic U-Net, applied to probabilistic glioma growth☆43Updated 6 years ago
- Repository for the Medical Out-of-Distribution Analysis Challenge.☆64Updated last year
- Code for the paper: Valvano G. et al. (2021), Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates☆44Updated 4 years ago
- Feature extraction for overall survival prediction in BraTS 2019 challenge☆11Updated 4 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
- Example Code for Self-Supervised Feature Learning in Medical Volume Scans☆15Updated 6 years ago
- Uncertainty-Guided Interactive Refinement for Segmentation☆57Updated 4 years ago
- [MICCAI2019 & TMI2020] Overfitting under Class Imbalance: Anaylsis and Improvements for Medical Image Segmentation.☆22Updated 2 years ago
- Official Keras & PyTorch Implementation and Pre-trained Models for TransVW☆64Updated 4 years ago
- Code for Dual-Consistency Semi-Supervised Learningwith Uncertainty Quantification for COVID-19Lesion Segmentation from CT Images☆28Updated 4 years ago
- ☆36Updated 2 years ago
- ☆23Updated 3 years ago
- pymia: A Python package for data handling and evaluation in deep learning-based medical image analysis☆61Updated last year
- Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation☆55Updated 2 years ago
- Official PyTorch implementation for paper Context Matters: Graph-based Self-supervised Representation Learning for Medical Images☆58Updated 3 years ago
- TarGAN - Official PyTorch Implementation (MICCAI 2021)☆22Updated 4 years ago
- Learning joint Segmentation of Tissues And Brain Lesions (jSTABL) from task-specific hetero-modal domain-shifted datasets☆13Updated 9 months ago
- Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation☆36Updated 2 years ago
- Official Pytorch implementation of model in "Tensor Networks for Medical Image Classification", Raghavendra Selvan & Erik Dam, MIDL 2020☆27Updated 3 years ago
- A solution to MICCAI 2020 M&Ms☆26Updated 5 years ago
- Algorithm to simulate resection surgery on brain MRI scans. Published in MICCAI 2020, extended in IJCARS.☆14Updated last month
- Code for our MIDL 2021 submission☆17Updated 4 years ago
- ☆36Updated 3 years ago
- My code using PSPNet for MICCAI Gleason Challenge 2019☆35Updated 3 years ago
- COVID-19 Pneumonia Lesion segmentation network☆87Updated 4 years ago
- [AAAI'19] Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation☆13Updated 6 years ago
- Multi-Modal Learning from Unpaired Images: Application to Multi-Organ Segmentation in CT and MRI.☆27Updated 7 years ago
- PIPO-FAN for multi organ segmentation over partial labeled datasets using pytorch☆63Updated 4 years ago
- Code for Paper: Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classification☆46Updated 5 years ago
- The implementation of "Semi-supervised Medical Image Classification with Global Latent Mixing". [MICCAI2020]☆23Updated 2 years ago