WinstonHuTiger / 2D_VAE_UDA_for_3D_sythesisLinks
Pytorch implementation of MICCAI-2022 paper, Domain-adaptive 3D Medical Image Synthesis: An Efficient Unsupervised Approach https://arxiv.org/pdf/2207.00844.pdf
☆22Updated 3 years ago
Alternatives and similar repositories for 2D_VAE_UDA_for_3D_sythesis
Users that are interested in 2D_VAE_UDA_for_3D_sythesis are comparing it to the libraries listed below
Sorting:
- ☆65Updated last year
- A curated list of diffusion models in medical image analysis.☆89Updated 2 years ago
- The official implementation of "Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmen…☆40Updated 2 years ago
- [MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation☆41Updated 4 months ago
- Project page of the paper 'Self-Supervised Vessel Segmentation via Adversarial Learning'☆41Updated 3 years ago
- [MICCAI 2022] ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation☆37Updated 3 years ago
- Codes for our paper "Boundary-Enhanced Self-Supervised Learningfor Brain Structure Segmentation"☆23Updated 2 years ago
- [MICCAI 2021] Official Implementation for "MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Lab…☆32Updated 3 years ago
- Starting from MICCAI 2021, all accepted papers and their corresponding reviews are publicly available on OpenReview. This repo contains s…☆57Updated 3 years ago
- [IEEE TMI'22] DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images☆19Updated 2 years ago
- Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation☆36Updated 3 years ago
- [IEEE-TMI'22] Causality-inspired Single-source Domain Generalization for Medical Image Segmentation (code&data-processing pipeline)☆105Updated 2 years ago
- PyTorch model for the Generalized Probabilistic U-Net. For more details see: https://www.melba-journal.org/papers/2023:005.html☆14Updated last year
- Semi-Supervised Neuron Segmentation via Reinforced Consistency Learning☆31Updated 3 years ago
- MICCAI 2022 Paper with Code☆95Updated 2 years ago
- ☆74Updated last year
- Preprocessing scripts: from dicom to aligned nitfy for SynthRAD2023 Grand Challenge☆68Updated 2 years ago
- ☆46Updated 3 years ago
- TMSS: An End-to-End Transformer-based Multimodal Network for Segmentation and Survival Prediction☆34Updated 2 years ago
- 🏆1st place in the MICCAI challenge CrossMoDA 2023☆18Updated last week
- A Foundation Model for Brain Lesion Segmentation☆23Updated last month
- Implemention of the Paper "MultiTalent: A Multi-Dataset Approach to Medical Image Segmentation"☆60Updated last month
- Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation☆35Updated 3 years ago
- Official PyTorch Implementation for DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysi…☆103Updated last year
- ☆29Updated 3 years ago
- [CVPR‘22] Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization☆107Updated last year
- ☆46Updated last year
- ☆40Updated 2 years ago
- Our deep learning training pipeline for the BraTS 2021 challenge and the FeTA 2021 challenge☆18Updated 3 years ago
- NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation☆75Updated 7 months ago