by-liu / SegLossBiasLinks
Code for the paper : Do we really need dice? The hidden region-size biases of segmentation losses. MeDIA 2023. https://www.sciencedirect.com/science/article/abs/pii/S136184152300275X
☆41Updated last year
Alternatives and similar repositories for SegLossBias
Users that are interested in SegLossBias are comparing it to the libraries listed below
Sorting:
- blob loss example implementation☆37Updated last year
- iSegFormer: Interactive Image/Volume Segmentation using Vision Transformers (MICCAI 2022)☆29Updated last year
- ☆67Updated 2 years ago
- ☆31Updated 2 years ago
- The official implementation of "CateNorm: Categorical Normalization for Robust Medical Image Segmentation"☆32Updated 2 years ago
- [MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation☆41Updated 4 months ago
- ☆74Updated last year
- Code implementation for our paper ACCEPTED in ISBI, 2022☆40Updated 3 years ago
- Official code for Robust T-Loss for Medical Image Segmentation (MICCAI 2023)☆52Updated last year
- Code for Recurrent Mask Refinement for Few-Shot Medical Image Segmentation (ICCV 2021).☆59Updated 4 years ago
- ☆29Updated 2 years ago
- Python codes to implement Q-Net, a meta-learning method for few shot medical image segmentation☆51Updated last year
- official pytorch implementation of PCRL☆77Updated 3 years ago
- Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation☆35Updated 3 years ago
- [MICCAI 2024] The official repository for DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation.☆132Updated 7 months ago
- [Nature Machine Intelligence Journal] Official pytorch implementation for Uncertainty-Guided Dual-Views for Semi-Supervised Volumetric M…☆74Updated 2 years ago
- Patch-free 3D Medical Image Segmentation☆35Updated 3 years ago
- Implemention of the Paper "MultiTalent: A Multi-Dataset Approach to Medical Image Segmentation"☆60Updated last month
- [MICCAI2021] This is an official PyTorch implementation for "Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segment…☆51Updated 3 years ago
- ☆29Updated 2 years ago
- PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge Distillatio…☆22Updated 2 years ago
- Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labels for neurips 2021☆28Updated 2 years ago
- This repository is an official PyTorch implementation of the paper "BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framewor…☆29Updated 3 years ago
- semi-supervised and task driven data augmentation code to improve segmentation performance☆56Updated 2 years ago
- Semi-supervised few-shot learning for medical image segmentation☆26Updated 5 years ago
- MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation☆63Updated last year
- [MICCAI 2024] Centerline Boundary Dice Loss for Vascular Segmentation☆69Updated 3 weeks ago
- Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation☆36Updated 3 years ago
- ISBI 2022: Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation.☆47Updated 2 years ago
- [MICCAI 2023] Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer☆57Updated 6 months ago