emma-sjwang / Reading_listLinks
reading list for deep learning —— PHD life
☆31Updated 4 years ago
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- Constrained Domain Adaptation for Segmentation☆29Updated 3 years ago
- Repository for the article "Unsupervised domain adaptation for medical imaging segmentation with self-ensembling".☆43Updated 6 years ago
- [TMI'20] Multi-Site Network for Improving Prostate Segmentation with Heterogeneous MRI Data☆64Updated 5 years ago
- code for paper Boundary and Entropy-driven Adversarial Learning for Fundus Image Segmentation☆124Updated 4 years ago
- [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images☆73Updated 2 years ago
- Code of our MIDL 2018 paper and MedIA extension: https://arxiv.org/abs/1805.04628☆66Updated 6 years ago
- PyTorch implementation of 'Squeeze and Excite' Guided Few Shot Segmentation of Volumetric Scans☆112Updated 5 years ago
- Semi-supervised few-shot learning for medical image segmentation☆26Updated 5 years ago
- [TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation☆112Updated 2 years ago
- [IEEE JBHI'20] Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification☆54Updated 4 years ago
- Uncertainty-Guided Interactive Refinement for Segmentation☆58Updated 4 years ago
- PIPO-FAN for multi organ segmentation over partial labeled datasets using pytorch☆63Updated 4 years ago
- Code for tutorial at MICCAI 2022☆93Updated last year
- Recent progress on domain adaption/generalization for medical image segmentation☆54Updated 3 years ago
- Oral presentation at MIDL 2020 - Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision☆46Updated 4 years ago
- [MICCAI2020] Code for paper : Deep Semi-supervised Knowledge Distillation for Overlapping Cervical Cell Instance Segmentation☆54Updated 4 years ago
- Code for the MICCAI DART 2020 paper☆32Updated 4 years ago
- Code for our arxiv preprint: https://arxiv.org/abs/1904.05236☆34Updated 6 years ago
- Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation☆55Updated last year
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- The official implementation of "CateNorm: Categorical Normalization for Robust Medical Image Segmentation"☆32Updated 2 years ago
- Official PyTorch implementation of Scribble2Label (MICCAI 2020)☆35Updated 4 years ago
- Source Free Domain Adaptation☆10Updated 4 years ago
- Code for Dual-Consistency Semi-Supervised Learningwith Uncertainty Quantification for COVID-19Lesion Segmentation from CT Images☆29Updated 3 years ago
- ☆27Updated 4 years ago
- SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth☆69Updated 6 years ago
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- Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation☆36Updated 3 years ago