liuquande / SAML
[MICCAI'20] Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains & A Well-organized Multi-site Dataset
☆120Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for SAML
- PyTorch implementation of 'Squeeze and Excite' Guided Few Shot Segmentation of Volumetric Scans☆104Updated 5 years ago
- [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images☆71Updated last year
- COVID-19 Pneumonia Lesion segmentation network☆87Updated 3 years ago
- [TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation☆108Updated last year
- Source code for BOWDANet☆42Updated 3 years ago
- [TMI'20] Multi-Site Network for Improving Prostate Segmentation with Heterogeneous MRI Data☆64Updated 4 years ago
- Evaluation code of CHAOS challenge in MATLAB, Python and Julia languages.☆57Updated 5 years ago
- [CVPR2021] DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets☆179Updated last year
- code for paper Positional Contrastive Learning for Volumetric Medical Image Segmentation☆56Updated 2 months ago
- SDNet Keras implementation☆44Updated 4 years ago
- Recent progress on domain adaption/generalization for medical image segmentation☆54Updated 3 years ago
- code for Marginal loss and exclusion loss for partially supervised multi-organ segmentation☆26Updated 2 years ago
- semi-supervised and task driven data augmentation code to improve segmentation performance☆56Updated last year
- Semi-supervised few-shot learning for medical image segmentation☆26Updated 4 years ago
- [IEEE-TMI'22] Causality-inspired Single-source Domain Generalization for Medical Image Segmentation (code&data-processing pipeline)☆90Updated last year
- Starting from MICCAI 2021, all accepted papers and their corresponding reviews are publicly available on OpenReview. This repo contains s…☆57Updated 3 years ago
- Official PyTorch Implementation and Pre-trained Models for Benchmarking Transfer Learning for Medical Image Analysis☆50Updated last year
- Code for tutorial at MICCAI 2022☆92Updated last year
- Disentangle domain features for cross-modality cardiac image segmentation☆19Updated 3 years ago
- MICCAI 2022 Paper with Code☆97Updated 2 years ago
- List shared papers in our group☆65Updated 3 months ago
- Learning Directional Feature Maps for Cardiac MRI Segmentation (MICCAI2020)☆62Updated 3 years ago
- code for TMI DoFE: Domain-oriented Feature Embeddingfor Generalizable Fundus Image Segmentationon Unseen Datasets☆49Updated 2 years ago
- Shape-aware Semi-supervised 3D Semantic Segmentation for Medical Images☆162Updated 4 years ago
- Multi-task Attention-based Semi-supervised Learning framework for image segmentation☆42Updated 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
- [MICCAI21, TMI22] Mean-Teacher-Assisted Confident Learning☆74Updated last year