[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
Alternatives and similar repositories for SAML
Users that are interested in SAML are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [TMI'20] Multi-Site Network for Improving Prostate Segmentation with Heterogeneous MRI Data☆65Jul 1, 2020Updated 5 years ago
- Code for the MICCAI DART 2020 paper☆33Aug 2, 2021Updated 4 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
- Code for MRI Prostate Segmentation and Contouring☆14Jan 8, 2021Updated 5 years ago
- [TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation☆116Mar 24, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation☆37Nov 2, 2021Updated 4 years ago
- ☆29Apr 27, 2023Updated 2 years ago
- Source Free Domain Adaptation☆10Aug 27, 2021Updated 4 years ago
- Source code for BOWDANet☆45Mar 30, 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
- Segmentation of prostatic zones (peripheral zone, central gland, AFS and distal prostatic urethra )☆19Apr 12, 2021Updated 4 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
- [IEEE-TMI'22] Causality-inspired Single-source Domain Generalization for Medical Image Segmentation (code&data-processing pipeline)☆112Nov 28, 2022Updated 3 years ago
- Dual-Teacher++: Exploiting Intra-domain and Inter-domain Knowledge with Reliable Transfer for Cardiac Segmentation☆14Nov 10, 2020Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Unsupervised domain adaptation for cross-modality liver segmentation via joint adversarial learning and self-learning☆16Feb 10, 2023Updated 3 years ago
- Tensorflow Code for "PHiSeg: Capturing Uncertainty in Medical Image Segmentation", Proc. MICCAI 2019☆129Nov 22, 2022Updated 3 years ago
- sourcecode of multi-planar prostate segmentation (ISBI publication in 2018)☆17Oct 8, 2019Updated 6 years ago
- [MICCAI 2022] MaxStyle: Adversarial Style Composition for Robust Medical Image Segmentation☆34Oct 11, 2022Updated 3 years ago
- code for TMI DoFE: Domain-oriented Feature Embeddingfor Generalizable Fundus Image Segmentationon Unseen Datasets☆66Jan 31, 2022Updated 4 years ago
- Domain Generalization via Model-Agnostic Learning of Semantic Features☆148Mar 24, 2023Updated 3 years ago
- Semi-Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation☆10Jun 29, 2021Updated 4 years ago
- Prostate MR Image Segmentation 2012☆136Nov 30, 2020Updated 5 years ago
- Code for the paper "Test-time adaptable neural networks for robust medical image segmentation"☆49Jun 18, 2020Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Constrained Domain Adaptation for Segmentation☆29May 15, 2022Updated 3 years ago
- Official implementation for MICCAI 2021 paper "Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching"☆51Jun 5, 2023Updated 2 years ago
- Semi-supervised Medical Image Segmentation through Dual-task Consistency☆330Mar 7, 2022Updated 4 years ago
- Source Free Domain Adaptation☆13Aug 27, 2021Updated 4 years ago
- Code for [IEEE-TMI] Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation.☆40Oct 9, 2022Updated 3 years ago
- ☆15Dec 12, 2020Updated 5 years ago
- code for LG-ER-MT☆15Mar 20, 2020Updated 6 years ago
- Shape-aware Semi-supervised 3D Semantic Segmentation for Medical Images☆186Aug 4, 2020Updated 5 years ago
- [TMI'20, AAAI'19] Synergistic Image and Feature Adaptation☆274Feb 15, 2021Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [IEEE JBHI'20] Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification☆54Mar 9, 2021Updated 5 years ago
- [TMI'20] Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model☆133Feb 9, 2021Updated 5 years ago
- Uncertainty in Medical Image Analysis☆318Nov 6, 2021Updated 4 years ago
- Repository for the article "Unsupervised domain adaptation for medical imaging segmentation with self-ensembling".☆44Mar 8, 2019Updated 7 years ago
- [CVPR2021] DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets☆188Aug 29, 2023Updated 2 years ago
- [MICCAI'21] Source-Free domain adaptive fundus image segmentation with denoised pseudo-labeling☆61Jan 15, 2022Updated 4 years ago
- Segmentation of prostate from MRI scans☆44Jul 1, 2021Updated 4 years ago