Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation
☆37Nov 2, 2021Updated 4 years ago
Alternatives and similar repositories for DGNet
Users that are interested in DGNet are comparing it to the libraries listed below
Sorting:
- vMFNet: Compositionality Meets Domain-generalised Segmentation☆16Aug 5, 2022Updated 3 years ago
- Code for "Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization"☆13Jul 14, 2021Updated 4 years ago
- AAAI 2022: Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation☆43Nov 17, 2022Updated 3 years ago
- Code for Disentangle Align and Fuse for Multimodal and Zero-shot Image Segmentation☆14Sep 26, 2020Updated 5 years ago
- Code for the MICCAI DART 2020 paper☆32Aug 2, 2021Updated 4 years ago
- code for LG-ER-MT☆15Mar 20, 2020Updated 5 years ago
- ☆10Sep 18, 2020Updated 5 years ago
- [MICCAI'20] Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains & A Well-organized Multi-site Dataset☆133Aug 5, 2020Updated 5 years ago
- Code for Disentangle Align and Fuse for Multimodal and Zero-shot Image Segmentation☆14Dec 8, 2022Updated 3 years ago
- #The demo of Cycle-Shape-GAN using chainer☆10Jun 7, 2018Updated 7 years ago
- [CVPR‘22] Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization☆109Jul 25, 2024Updated last year
- SDNet Keras implementation☆44May 22, 2020Updated 5 years ago
- [IEEE-TMI 2021] This is our PyTorch implementation for Adapt Everywhere paper on unsupervised domain adaptation using entropy and point-c…☆29Jan 24, 2023Updated 3 years ago
- ☆67Dec 16, 2022Updated 3 years ago
- [CVPR'21] FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space☆265Apr 1, 2021Updated 4 years ago
- [MICCAI 2021] The official code for "TumorCP: A Simple but Effective Object-Level Data Augmentation for Tumor Segmentation"☆19Nov 7, 2022Updated 3 years ago
- Spatial Decomposition Network (SDNet) for content (anatomy) and style (modality) disentanglement☆23Aug 19, 2022Updated 3 years ago
- MICCAI2020: self domain adapted network☆18Jun 30, 2021Updated 4 years ago
- [IEEE-TMI'22] Causality-inspired Single-source Domain Generalization for Medical Image Segmentation (code&data-processing pipeline)☆111Nov 28, 2022Updated 3 years ago
- [MICCAI 2022] MaxStyle: Adversarial Style Composition for Robust Medical Image Segmentation☆34Oct 11, 2022Updated 3 years ago
- This repository summarizes the material gathered for the tutorial on learning disentangled representations in the imaging domain, and ser…☆62Sep 16, 2022Updated 3 years ago
- Code for Recurrent Mask Refinement for Few-Shot Medical Image Segmentation (ICCV 2021).☆60Aug 28, 2021Updated 4 years ago
- Stochastic Segmentation Networks☆67Jun 26, 2020Updated 5 years ago
- Semi-Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation☆10Jun 29, 2021Updated 4 years ago
- [NIPS 2020] The code release of paper 'Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization'☆66Nov 4, 2020Updated 5 years ago
- [PRCV'21] The official code for "Dual-Task Mutual Learning for Semi-Supervised Medical Image Segmentation"☆29Mar 1, 2022Updated 4 years ago
- Semi-supervised Medical Image Segmentation through Dual-task Consistency☆330Mar 7, 2022Updated 3 years ago
- code for MICCAI 2019 paper 'Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation'.☆531Nov 13, 2020Updated 5 years ago
- Code for the MICCAI 2024 Paper: "FedMedICL: Towards Holistic Evaluation of Distribution Shifts in Federated Medical Imaging"☆13Jul 6, 2024Updated last year
- Code implementation for our paper ACCEPTED in ISBI, 2022☆40Mar 15, 2022Updated 3 years ago
- ☆12May 19, 2024Updated last year
- IEEE-TMI 2022: code for 'Dual Consistency Enabled Weakly and Semi-Supervised Optic Disc and Cup Segmentation with Dual Adaptive Graph Con…☆13Sep 1, 2022Updated 3 years ago
- Code for [Pattern Recognition] Prompt Learning based Source-free Domain Adaptation for Medical Image Segmentation.☆29Apr 22, 2025Updated 10 months ago
- Semi-supervised Semantic Segmentation with Directional Context-aware Consistency (CVPR 2021)☆157Aug 24, 2023Updated 2 years ago
- ☆15Dec 12, 2020Updated 5 years ago
- Learning joint Segmentation of Tissues And Brain Lesions (jSTABL) from task-specific hetero-modal domain-shifted datasets☆13Mar 24, 2025Updated 11 months ago
- ☆11Jun 27, 2021Updated 4 years ago
- This is a classification of lung nodules using pytorch, it is the final project of SJTU-EE228.☆11Jun 20, 2020Updated 5 years ago
- CV codes from CIAM Group at SUSTech, Shenzhen, China☆11Aug 26, 2024Updated last year