MinaJf / LMISA
A Lightweight Multi-modality Image Segmentation Network via Domain Adaptation using Gradient Magnitude and Shape Constraint
☆10Updated last year
Alternatives and similar repositories for LMISA:
Users that are interested in LMISA are comparing it to the libraries listed below
- Our(team: winter) solutions for MICCAI Learn2Reg 2021.☆14Updated 2 years ago
- ☆22Updated 3 years ago
- Disentangle domain features for cross-modality cardiac image segmentation☆21Updated 3 years ago
- Code for paper "Evidence fusion with contextual discounting for multi-modality medical image segmentation"☆17Updated 2 years ago
- [MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation☆39Updated last year
- The official implementation of "Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmen…☆39Updated 2 years ago
- 3D vessel-like structure segmentation in pytorch☆30Updated last year
- [MICCAI 2021] Official Implementation for "MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Lab…☆27Updated 2 years ago
- Towards Reliable Medical Image Segmentation by utilizing Evidential Calibrated Uncertainty☆24Updated 9 months ago
- PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge Distillatio…☆17Updated last year
- ☆26Updated 2 years ago
- the cross-modality MAS method☆17Updated 2 years ago
- [MICCAI 2022] ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation☆35Updated 2 years ago
- IEEE-TMI 2021: code for 'Graph-based Region and Boundary Aggregation for Biomedical Image Segmentation'☆28Updated 2 years ago
- code for Marginal loss and exclusion loss for partially supervised multi-organ segmentation☆26Updated 2 years ago
- [MICCAI2022] PHTrans: Parallelly Aggregating Global and Local Representations for Medical Image Segmentation☆34Updated last year
- Patch-free 3D Medical Image Segmentation☆34Updated 3 years ago
- [IEEE-JBHI'2022] Hematoma Expansion Context Guided Intracranial Hemorrhage Segmentation and Uncertainty Estimation(Pytorch)☆28Updated last year
- Code of the paper Unsupervised Domain Adaptation through Shape Modeling for Medical Image Segmentation.☆15Updated 2 years ago
- Codes for our paper "Boundary-Enhanced Self-Supervised Learningfor Brain Structure Segmentation"☆23Updated 2 years ago
- Harnessing Uncertainty in Domain Adaptation for MRI Prostate Lesion Segmentation☆18Updated 4 years ago
- ☆31Updated last year
- code for TMI DoFE: Domain-oriented Feature Embeddingfor Generalizable Fundus Image Segmentationon Unseen Datasets☆51Updated 2 years ago
- Pytorch implementation of MICCAI-2022 paper, Domain-adaptive 3D Medical Image Synthesis: An Efficient Unsupervised Approach https://arxiv…☆20Updated 2 years ago
- COSTA: A Multi-center Multi-vendor TOF-MRA Dataset and A Novel Cerebrovascular Segmentation Network☆20Updated 5 months ago
- Anatomy-Constrained Contrastive Learning for Synthetic Segmentation without Ground-truth (MICCAI 2021)☆23Updated 3 years ago
- ☆9Updated 2 years ago
- The code repo for "FUSSNet: Fusing Two Sources of Uncertainty forSemi-Supervised Medical Image Segmentation"☆13Updated 2 years ago
- ☆16Updated 3 years ago