LIVIAETS / miccai_2020-weakly_supervised_tutorial
Material of the MICCAI 2020 tutorial on weakly supervised learning for semantic segmentation. The updated tutorial (2021 and onwards) is available there: https://github.com/LIVIAETS/miccai_weakly_supervised_tutorial
☆17Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for miccai_2020-weakly_supervised_tutorial
- Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation☆52Updated last year
- Code for our arxiv preprint: https://arxiv.org/abs/1904.05236☆34Updated 5 years ago
- Constrained Domain Adaptation for Segmentation☆29Updated 2 years ago
- Semi-supervised few-shot learning for medical image segmentation☆26Updated 4 years ago
- Repository for the article "Unsupervised domain adaptation for medical imaging segmentation with self-ensembling".☆43Updated 5 years ago
- Uncertainty-Guided Interactive Refinement for Segmentation☆58Updated 3 years ago
- [TMI'20] Multi-Site Network for Improving Prostate Segmentation with Heterogeneous MRI Data☆64Updated 4 years ago
- Code of our MIDL 2018 paper and MedIA extension: https://arxiv.org/abs/1805.04628☆68Updated 5 years ago
- Code for tutorial at MICCAI 2022☆92Updated last year
- [TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation☆108Updated last year
- A manually annotated test set for DeepLesion with 3D lesion boxes☆23Updated 3 years ago
- semi-supervised and task driven data augmentation code to improve segmentation performance☆56Updated last year
- Scripts to work with the chaos challenge☆25Updated 5 years ago
- A really simple tool to visualize different segmentation results☆17Updated 2 months ago
- ☆21Updated 3 years ago
- SDNet Keras implementation☆44Updated 4 years ago
- SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth☆67Updated 5 years ago
- Oral presentation at MIDL 2020 - Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision☆44Updated 3 years ago
- ☆28Updated 4 years ago
- PIPO-FAN for multi organ segmentation over partial labeled datasets using pytorch☆62Updated 3 years ago
- [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images☆71Updated last year
- ☆36Updated last year
- WACV2021 - A Weakly Supervised Consistency-based Learning Method for COVID-19 Segmentation in CT Images☆40Updated 3 months ago
- Code for the paper : "Weakly supervised segmentation with cross-modality equivariant constraints", available at https://arxiv.org/pdf/210…☆19Updated 2 years ago
- PyTorch implementation of 'Squeeze and Excite' Guided Few Shot Segmentation of Volumetric Scans☆104Updated 5 years ago
- Tensorflow Code for "PHiSeg: Capturing Uncertainty in Medical Image Segmentation", Proc. MICCAI 2019☆123Updated 2 years ago
- Official PyTorch implementation of Scribble2Label (MICCAI 2020)☆34Updated 3 years ago
- Source code for the paper "Shape-Aware Complementary-Task Learning for Multi-Organ Segmentation" as described in https://arxiv.org/abs/19…☆32Updated last year
- Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation☆34Updated last year