HiLab-git / UGIR
Uncertainty-Guided Interactive Refinement for Segmentation
☆58Updated 3 years ago
Alternatives and similar repositories for UGIR:
Users that are interested in UGIR are comparing it to the libraries listed below
- ☆22Updated 3 years ago
- Code for Dual-Consistency Semi-Supervised Learningwith Uncertainty Quantification for COVID-19Lesion Segmentation from CT Images☆29Updated 3 years ago
- ☆36Updated 2 years ago
- Constrained Domain Adaptation for Segmentation☆29Updated 2 years ago
- SDNet Keras implementation☆44Updated 4 years ago
- PIPO-FAN for multi organ segmentation over partial labeled datasets using pytorch☆62Updated 4 years ago
- Semi-supervised few-shot learning for medical image segmentation☆26Updated 4 years ago
- Harnessing Uncertainty in Domain Adaptation for MRI Prostate Lesion Segmentation☆18Updated 4 years ago
- pyTorch implementation of clDice☆28Updated 5 years ago
- Code for our arxiv preprint: https://arxiv.org/abs/1904.05236☆34Updated 5 years ago
- Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation☆36Updated last year
- Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation☆53Updated last year
- Multi-task Attention-based Semi-supervised Learning framework for image segmentation☆42Updated 4 years ago
- Official code for 'Unsupervised Local Discrimination for Medical Images'.☆21Updated 3 years ago
- Code release for the paper I. Zakazov, B. Shirokikh et al. "Anatomy of Domain Shift Impact on U-Net Layers in MRI Segmentation" (MICCAI 2…☆13Updated 3 years ago
- code for Marginal loss and exclusion loss for partially supervised multi-organ segmentation☆26Updated 3 years ago
- [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images☆71Updated last year
- Code for MICCAI2020 paper "An Elastic Interaction-Based Loss Function for Medical Image Segmentation"☆38Updated last year
- [TMI'20] Multi-Site Network for Improving Prostate Segmentation with Heterogeneous MRI Data☆64Updated 4 years ago
- Multi-Modal Learning from Unpaired Images: Application to Multi-Organ Segmentation in CT and MRI.☆24Updated 6 years ago
- [TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation☆110Updated last year
- Evaluation code of CHAOS challenge in MATLAB, Python and Julia languages.☆57Updated 5 years ago
- Official PyTorch implementation of Scribble2Label (MICCAI 2020)☆34Updated 3 years ago
- Learning to segment multi-organ and tumorsfrom multiple partially labeled datasets☆19Updated 3 years ago
- Code for the paper : "Weakly supervised segmentation with cross-modality equivariant constraints", available at https://arxiv.org/pdf/210…☆20Updated 2 years ago
- Official PyTorch implementation of InExtremIS☆22Updated 3 years ago
- The official implementation of "CateNorm: Categorical Normalization for Robust Medical Image Segmentation"☆32Updated 2 years ago
- TarGAN - Official PyTorch Implementation (MICCAI 2021)☆22Updated 3 years ago
- domain adaptation with CF distance for medical image segmentation☆27Updated 2 years ago
- Material of the MICCAI 2020 tutorial on weakly supervised learning for semantic segmentation. The updated tutorial (2021 and onwards) is …☆17Updated 4 years ago