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
- The official implementation of "CateNorm: Categorical Normalization for Robust Medical Image Segmentation"☆32Updated 2 years ago
- Anatomically-aware Uncertainty for Semi-supervised Image Segmentation☆17Updated last year
- Semi-supervised few-shot learning for medical image segmentation☆26Updated 4 years ago
- ☆66Updated 9 months ago
- [MICCAI 2022] MaxStyle: Adversarial Style Composition for Robust Medical Image Segmentation☆33Updated 2 years ago
- iSegFormer: Interactive Image/Volume Segmentation using Vision Transformers (MICCAI 2022)☆28Updated 8 months ago
- Patch-free 3D Medical Image Segmentation☆35Updated 3 years ago
- ☆27Updated 2 years ago
- Code for Recurrent Mask Refinement for Few-Shot Medical Image Segmentation (ICCV 2021).☆58Updated 3 years ago
- Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation☆36Updated 3 years ago
- Code implementation for our paper ACCEPTED in ISBI, 2022☆39Updated 3 years ago
- Implemention of the Paper "MultiTalent: A Multi-Dataset Approach to Medical Image Segmentation"☆54Updated 3 months ago
- Official PyTorch implementation of Scribble2Label (MICCAI 2020)☆34Updated 3 years ago
- [MICCAI 2024] Centerline Boundary Dice Loss for Vascular Segmentation☆58Updated 2 months ago
- ISBI 2022: Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation.☆47Updated 2 years ago
- ☆27Updated last year
- Official code for Robust T-Loss for Medical Image Segmentation (MICCAI 2023)☆48Updated last year
- [MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation☆39Updated last week
- ☆33Updated 3 years ago
- Attentive Symmetric Autoencoder for Brain MRI Segmentation-MICCAI 2022☆23Updated last year
- visualize exeprimental results for image computing researches☆28Updated 2 years ago
- Code for Boundary Difference Over Union Loss For Medical Image Segmentation☆50Updated last year
- [MICCAI2021] This is an official PyTorch implementation for "Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segment…☆48Updated 3 years ago
- This repository contains code for the paper "Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Imag…☆30Updated 2 years ago
- This repository contains a PyTorch implementation of the MICCAI 2021 paper "Superpixel-guided Iterative Learning from Noisy Labels for Me…☆44Updated 2 years ago
- ☆31Updated last year
- blob loss example implementation☆37Updated 7 months ago
- Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation☆35Updated 3 years ago
- ☆11Updated 3 years ago
- Code for [MICCAI 2023 (Early Accept)] Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation.☆30Updated last year