carrenD / SIFALinks
[AAAI'19] Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation
☆13Updated 5 years ago
Alternatives and similar repositories for SIFA
Users that are interested in SIFA are comparing it to the libraries listed below
Sorting:
- Official code for 'Unsupervised Local Discrimination for Medical Images'.☆21Updated 3 years ago
- Uncertainty-Guided Interactive Refinement for Segmentation☆58Updated 4 years ago
- Dual-Teacher++: Exploiting Intra-domain and Inter-domain Knowledge with Reliable Transfer for Cardiac Segmentation☆14Updated 4 years ago
- Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation☆56Updated 2 years ago
- Code for Dual-Consistency Semi-Supervised Learningwith Uncertainty Quantification for COVID-19Lesion Segmentation from CT Images☆28Updated 4 years ago
- A PyTorch implementation of the Probabilistic U-Net, applied to probabilistic glioma growth☆43Updated 6 years ago
- ☆56Updated 2 years ago
- ☆28Updated 5 years ago
- PIPO-FAN for multi organ segmentation over partial labeled datasets using pytorch☆63Updated 4 years ago
- semi-supervised and task driven data augmentation code to improve segmentation performance☆57Updated 2 years ago
- Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation☆36Updated 2 years ago
- Constrained Domain Adaptation for Segmentation☆29Updated 3 years ago
- The implementation of "Semi-supervised Medical Image Classification with Global Latent Mixing". [MICCAI2020]☆23Updated 2 years ago
- Learning to segment multi-organ and tumorsfrom multiple partially labeled datasets☆19Updated 4 years ago
- ☆36Updated 2 years ago
- This page is for A Survey on Deep Learning of Small Sample in Biomedical Image Analysis.☆28Updated 5 years ago
- Code for Paper: Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classification☆46Updated 5 years ago
- [IEEE JBHI'20] Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification☆54Updated 4 years ago
- Code for our arxiv preprint: https://arxiv.org/abs/1904.05236☆34Updated 6 years ago
- CFEA: Collaborative Feature Ensembling Adaptation for Domain Adaptation in Unsupervised Optic Disc and Cup Segmentation☆49Updated 4 years ago
- ☆22Updated 4 years ago
- ☆13Updated 5 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
- Joint Weakly and Semi-Supervised Deep Learning for Localization and Classification of Masses in Breast Ultrasound Images☆17Updated 6 years ago
- SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth☆70Updated 6 years ago
- Repository for the Medical Out-of-Distribution Analysis Challenge.☆64Updated last year
- [TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation☆115Updated 2 years ago
- Feature extraction for overall survival prediction in BraTS 2019 challenge☆11Updated 4 years ago
- Unsupervised medical image segmentation using edge mapping and adversarial learning☆20Updated 5 years ago
- Official Pytorch implementation of model in "Tensor Networks for Medical Image Classification", Raghavendra Selvan & Erik Dam, MIDL 2020☆27Updated 3 years ago