by-liu / SegLossBias
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
- iSegFormer: Interactive Image/Volume Segmentation using Vision Transformers (MICCAI 2022)☆29Updated 9 months ago
- ☆31Updated last year
- The official implementation of "CateNorm: Categorical Normalization for Robust Medical Image Segmentation"☆32Updated 2 years ago
- ☆27Updated 2 years ago
- [MICCAI 2024] Centerline Boundary Dice Loss for Vascular Segmentation☆60Updated 3 months ago
- Official PyTorch implementation of Scribble2Label (MICCAI 2020)☆34Updated 3 years ago
- [MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation☆39Updated last month
- Patch-free 3D Medical Image Segmentation☆35Updated 3 years ago
- Implemention of the Paper "MultiTalent: A Multi-Dataset Approach to Medical Image Segmentation"☆54Updated 4 months ago
- ☆27Updated last year
- [NeurIPS'23] Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective☆25Updated 4 months ago
- blob loss example implementation☆37Updated 8 months ago
- [MICCAI 2022] ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation☆37Updated 2 years ago
- ☆68Updated 10 months ago
- Code for Recurrent Mask Refinement for Few-Shot Medical Image Segmentation (ICCV 2021).☆58Updated 3 years ago
- ☆33Updated 2 years ago
- Official code for Robust T-Loss for Medical Image Segmentation (MICCAI 2023)☆49Updated last year
- Code for [MICCAI 2023 (Early Accept)] Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation.☆30Updated last year
- Semi-supervised few-shot learning for medical image segmentation☆26Updated 4 years ago
- [ECCV2022&TPAMI] Official pytorch implementation of UniMiSS & UniMiSS+☆65Updated 5 months ago
- [MICCAI 2022] MaxStyle: Adversarial Style Composition for Robust Medical Image Segmentation☆33Updated 2 years ago
- Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation☆35Updated 3 years ago
- visualize exeprimental results for image computing researches☆28Updated 3 years ago
- Repository for the Universal Lesion Segmentation Challenge '23☆34Updated 3 weeks ago
- [MICCAI 2024] The official repository for DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation.☆120Updated 3 months ago
- [MICCAI 2021] The official code for "TumorCP: A Simple but Effective Object-Level Data Augmentation for Tumor Segmentation"☆17Updated 2 years ago
- Code for Dual-Consistency Semi-Supervised Learningwith Uncertainty Quantification for COVID-19Lesion Segmentation from CT Images☆29Updated 3 years ago
- Anatomically-aware Uncertainty for Semi-supervised Image Segmentation☆17Updated last year
- [MICCAI2021] This is an official PyTorch implementation for "Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segment…☆50Updated 3 years ago
- [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images☆73Updated last year