neuropoly / domainadaptationLinks
Repository for the article "Unsupervised domain adaptation for medical imaging segmentation with self-ensembling".
☆43Updated 6 years ago
Alternatives and similar repositories for domainadaptation
Users that are interested in domainadaptation are comparing it to the libraries listed below
Sorting:
- reading list for deep learning —— PHD life☆31Updated 4 years ago
- Constrained Domain Adaptation for Segmentation☆29Updated 3 years ago
- [TMI'20] Multi-Site Network for Improving Prostate Segmentation with Heterogeneous MRI Data☆64Updated 5 years ago
- PyTorch implementation of 'Squeeze and Excite' Guided Few Shot Segmentation of Volumetric Scans☆112Updated 5 years ago
- [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images☆74Updated 2 years ago
- Tensorflow Code for "PHiSeg: Capturing Uncertainty in Medical Image Segmentation", Proc. MICCAI 2019☆128Updated 2 years ago
- [TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation☆112Updated 2 years ago
- SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth☆69Updated 6 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
- Code for tutorial at MICCAI 2022☆93Updated last year
- Uncertainty-Guided Interactive Refinement for Segmentation☆58Updated 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 5 years ago
- code for paper Boundary and Entropy-driven Adversarial Learning for Fundus Image Segmentation☆124Updated 4 years ago
- semi-supervised and task driven data augmentation code to improve segmentation performance☆56Updated 2 years ago
- Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation☆55Updated last year
- Code for our arxiv preprint: https://arxiv.org/abs/1904.05236☆34Updated 6 years ago
- Code of our MIDL 2018 paper and MedIA extension: https://arxiv.org/abs/1805.04628☆66Updated 6 years ago
- Oral presentation at MIDL 2020 - Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision☆46Updated 4 years ago
- PyTorch implementation of OrganSegRSTN - CVPR 2018☆108Updated 3 years ago
- SDNet Keras implementation☆44Updated 5 years ago
- Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation☆36Updated 2 years ago
- Elastic Boundary Projection for 3D Medical Image Segmentation - CVPR 2019☆65Updated 6 years ago
- Code for the MICCAI DART 2020 paper☆32Updated 4 years ago
- COVID-19 Pneumonia Lesion segmentation network☆88Updated 3 years ago
- [IEEE JBHI'20] Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification☆54Updated 4 years ago
- implementation of 3DUNet by PyTorch 1.0☆63Updated 5 years ago
- Code for NeurIPS 2020 article "Contrastive learning of global and local features for medical image segmentation with limited annotations"☆184Updated 4 years ago
- Scripts to work with the chaos challenge☆26Updated 6 years ago
- [MICCAI'21 & MICCAI'20] A Codebase for Universal Lesion Detection (DeepLesion SOTA)☆49Updated 3 years ago