elchiou / DA
Harnessing Uncertainty in Domain Adaptation for MRI Prostate Lesion Segmentation
☆18Updated 4 years ago
Alternatives and similar repositories for DA:
Users that are interested in DA are comparing it to the libraries listed below
- ☆22Updated 3 years ago
- Code for Dual-Consistency Semi-Supervised Learningwith Uncertainty Quantification for COVID-19Lesion Segmentation from CT Images☆29Updated 3 years ago
- domain adaptation with CF distance for medical image segmentation☆27Updated 3 years ago
- Probabilistic segmentation and image matching segmentation network for unsupervised domain adaptation and segmentation☆18Updated 4 years ago
- Dual-Teacher++: Exploiting Intra-domain and Inter-domain Knowledge with Reliable Transfer for Cardiac Segmentation☆14Updated 4 years ago
- code for Marginal loss and exclusion loss for partially supervised multi-organ segmentation☆26Updated 3 years ago
- Learning to segment multi-organ and tumorsfrom multiple partially labeled datasets☆19Updated 4 years ago
- Code for the paper : "Weakly supervised segmentation with cross-modality equivariant constraints", available at https://arxiv.org/pdf/210…☆20Updated 2 years ago
- Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation☆36Updated 3 years ago
- Disentangle domain features for cross-modality cardiac image segmentation☆21Updated 3 years ago
- Anatomy-Constrained Contrastive Learning for Synthetic Segmentation without Ground-truth (MICCAI 2021)☆23Updated 3 years ago
- Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labels for neurips 2021☆27Updated 2 years ago
- code for LG-ER-MT☆15Updated 5 years ago
- 3D vessel-like structure segmentation in pytorch☆31Updated 2 years ago
- Multi-task Attention-based Semi-supervised Learning framework for image segmentation☆42Updated 4 years ago
- Source code for the paper "Shape-Aware Complementary-Task Learning for Multi-Organ Segmentation" as described in https://arxiv.org/abs/19…☆32Updated 2 years ago
- [MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation☆39Updated last month
- Codes for our paper "Boundary-Enhanced Self-Supervised Learningfor Brain Structure Segmentation"☆23Updated 2 years ago
- SDNet Keras implementation☆44Updated 4 years ago
- ☆27Updated 2 years ago
- Semi-supervised few-shot learning for medical image segmentation☆26Updated 4 years ago
- Uncertainty-Guided Interactive Refinement for Segmentation☆58Updated 3 years ago
- [TMI'20] Multi-Site Network for Improving Prostate Segmentation with Heterogeneous MRI Data☆64Updated 4 years ago
- Semi-supervised Segmentation of Tumors from Breast Ultrasound Images with Attentional Generative Adversarial Network☆21Updated 2 years ago
- The official implementation of "CateNorm: Categorical Normalization for Robust Medical Image Segmentation"☆32Updated 2 years ago
- [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images☆73Updated 2 years ago
- Source Free Domain Adaptation☆10Updated 3 years ago
- 3D cerebrovascular volume segmentation in Pytorch.☆27Updated 2 years ago
- ☆11Updated 3 years ago
- ☆12Updated 4 years ago