[TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation
☆116Mar 24, 2023Updated 2 years ago
Alternatives and similar repositories for ummkd
Users that are interested in ummkd are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Multi-Modal Learning from Unpaired Images: Application to Multi-Organ Segmentation in CT and MRI.☆27Nov 15, 2018Updated 7 years ago
- [MICCAI'20] Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains & A Well-organized Multi-site Dataset☆133Aug 5, 2020Updated 5 years ago
- [IEEE JBHI'20] Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification☆54Mar 9, 2021Updated 5 years ago
- [IJCAI'18] Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss (code&data)☆303Mar 28, 2020Updated 5 years ago
- code for paper Boundary and Entropy-driven Adversarial Learning for Fundus Image Segmentation☆123May 5, 2021Updated 4 years ago
- code for MICCAI 2019 paper 'Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation'.☆532Nov 13, 2020Updated 5 years ago
- Semi-supervised Medical Image Segmentation through Dual-task Consistency☆330Mar 7, 2022Updated 4 years ago
- [TMI'20, AAAI'19] Synergistic Image and Feature Adaptation☆274Feb 15, 2021Updated 5 years ago
- ☆18Mar 10, 2022Updated 4 years ago
- Domain Generalization via Model-Agnostic Learning of Semantic Features☆148Mar 24, 2023Updated 2 years ago
- [CVPR'21] FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space☆265Apr 1, 2021Updated 4 years ago
- ☆18Mar 31, 2022Updated 3 years ago
- [npj Digital Medicine'21] Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational val…☆37Aug 19, 2021Updated 4 years ago
- Semi-Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation☆10Jun 29, 2021Updated 4 years ago
- [TMI'20] Multi-Site Network for Improving Prostate Segmentation with Heterogeneous MRI Data☆65Jul 1, 2020Updated 5 years ago
- Constrained Domain Adaptation for Segmentation☆29May 15, 2022Updated 3 years ago
- [TMI'20] Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model☆133Feb 9, 2021Updated 5 years ago
- Imaging Biomarkers and Computer-Aided Diagnosis Laboratory☆457Aug 15, 2024Updated last year
- [ECCV 2020] Learning from Extrinsic and Intrinsic Supervisions for Domain Generalization☆49Jun 22, 2022Updated 3 years ago
- [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images☆74Apr 25, 2023Updated 2 years ago
- reading list for deep learning —— PHD life☆31Nov 26, 2020Updated 5 years ago
- ☆56Feb 15, 2023Updated 3 years ago
- Uncertainty-Guided Interactive Refinement for Segmentation☆57May 21, 2021Updated 4 years ago
- Shape-aware Semi-supervised 3D Semantic Segmentation for Medical Images☆186Aug 4, 2020Updated 5 years ago
- ☆11Sep 16, 2021Updated 4 years ago
- TMI 19: CANet: Cross-disease Attention Network for Joint Diabetic Retinopathy and Diabetic Macular Edema Grading☆83Aug 12, 2020Updated 5 years ago
- [NIPS 2020] The code release of paper 'Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization'☆66Nov 4, 2020Updated 5 years ago
- [IEEE-TMI 2021] This is our PyTorch implementation for Adapt Everywhere paper on unsupervised domain adaptation using entropy and point-c…☆29Jan 24, 2023Updated 3 years ago
- Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation☆36Mar 24, 2023Updated 2 years ago
- Repository for the Medical Out-of-Distribution Analysis Challenge.☆64Jul 25, 2024Updated last year
- Tensorflow Code for "PHiSeg: Capturing Uncertainty in Medical Image Segmentation", Proc. MICCAI 2019☆129Nov 22, 2022Updated 3 years ago
- Submission for MICCAI HACKATHON: https://miccai-hackathon.com/#participate☆15Jul 19, 2023Updated 2 years ago
- A Probabilistic U-Net for segmentation of ambiguous images implemented in PyTorch☆292Jan 16, 2019Updated 7 years ago
- Scribbles or Points-based weakly-supervised learning for medical image segmentation, a strong baseline, and tutorial for research and app…☆238Dec 9, 2023Updated 2 years ago
- [ICCV 2021] Released code for Causal Attention for Unbiased Visual Recognition☆80Dec 1, 2023Updated 2 years ago
- Medical image registration using deep learning☆616Dec 15, 2022Updated 3 years ago
- COVID-19 imaging-based AI paper collection☆327May 27, 2021Updated 4 years ago
- [MICCAI2020] Code for paper : Deep Semi-supervised Knowledge Distillation for Overlapping Cervical Cell Instance Segmentation☆54Nov 18, 2020Updated 5 years ago
- A knowledge distillation framework for image reconstruction and image restoration in MRI workflow☆23Aug 14, 2023Updated 2 years ago