[MICCAI2024] "FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation". A framework for fine-tuning SAM (Segment Anything) in the federated learning paradigm for medical image segmentation.
☆70Feb 16, 2025Updated last year
Alternatives and similar repositories for FedFMS
Users that are interested in FedFMS are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official repository for the paper "FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Se…☆19May 20, 2025Updated last year
- [CVPR2024] Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts☆31Jun 18, 2024Updated last year
- ☆22Jul 11, 2024Updated last year
- [IEEE TMI'23] IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation☆13Apr 2, 2023Updated 3 years ago
- [ECCV 2022] Personalizing Federated Medical Image Segmentation☆50Mar 1, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Official implementation of the paper "FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heter …☆16Jan 21, 2024Updated 2 years ago
- A Comprehensive Survey of Continual Learning in Medical Scenarios☆20Sep 29, 2024Updated last year
- A federated image segmentation method based on style transfer☆16Sep 28, 2024Updated last year
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆67Jan 21, 2024Updated 2 years ago
- ☆14Jan 3, 2024Updated 2 years ago
- The pytorch code of FedDISC (Federated Diffusion-Inspired Semi-supervised Co-training method)☆12Sep 3, 2023Updated 2 years ago
- Self-supervised federated learning for medical imaging - IEEE TMI☆79May 27, 2024Updated 2 years ago
- QTSeg: A Query Token-Based Architecture for Efficient 2D Medical Image Segmentation☆12Feb 28, 2025Updated last year
- [ICLR 2024] "Robust Training of Federated Models with Extremely Label Deficiency"☆27May 29, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆25Updated this week
- ☆13May 13, 2023Updated 3 years ago
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆54Apr 3, 2024Updated 2 years ago
- 【CVPR 2023】Learning Federated Visual Prompt in Null Space for MRI Reconstruction☆47Apr 1, 2023Updated 3 years ago
- Code for paper: STA-Unet: Rethink the semantic redundant for Medical Imaging Segmentation☆29Apr 30, 2025Updated last year
- Prototype-Based Image Prompting for Weakly Supervised Histopathological Image Segmentation☆24Jun 10, 2025Updated last year
- Official repository for Towards Multi-modal Transformers in Federated Learning (ECCV2024)☆21Feb 4, 2025Updated last year
- [CVPR 2025] Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Im…☆38Jun 23, 2025Updated 11 months ago
- ☆31Mar 12, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Anatomical Foundation Models for Brain MRIs☆15Feb 12, 2026Updated 4 months ago
- (TMI-2024) Source-Free Active Domain Adaptation (SFADA) for GTV Segmentation across Multiple Hospitals☆51Dec 15, 2024Updated last year
- Training and Tuning Strategies for Foundation Models in Medical Imaging☆25Aug 27, 2025Updated 9 months ago
- Official Code for our MICCAI paper "VCLIPSeg: Voxel-Wise CLIP-Enhanced Model for Semi-supervised Medical Image Segmentation"☆13Nov 10, 2024Updated last year
- [MICCAI 2024] Embracing Massive Medical Data☆20Jul 5, 2024Updated last year
- 👏Mask-Enhanced Segment Anything Model for Tumor Lesion Semantic Segmentation[MICCAI 2024]☆37Mar 17, 2026Updated 2 months ago
- Source code for the paper "FedUKD: Federated UNet Model with Knowledge Distillation for Land Use Classification from Satellite and Street…☆19Feb 9, 2023Updated 3 years ago
- ☆14May 16, 2024Updated 2 years ago
- Multi-modal approach for tumor segmentation and survival prediction using PET/CT imaging with attention mechanisms (MICCAI2021 HECKTOR Ch…☆12Apr 22, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆11Nov 13, 2025Updated 7 months ago
- (NeurIPS 2024) One-shot Federated Learning via Synthetic Distiller-Distillate Communication☆20Mar 11, 2025Updated last year
- [MIA' 22] Source free domain adaptation for medical image segmentation with fourier style mining☆50Feb 27, 2024Updated 2 years ago
- Code implementation of ProtoSAM - One Shot Medical Image Segmentation with Foundationl Models☆48Oct 10, 2024Updated last year
- MICCAI2023. "One-shot Federated Learning on Medical Data using Knowledge Distillation with Image Synthesis and Client Model Adaptation"☆19Jan 24, 2024Updated 2 years ago
- ☆11Jul 15, 2023Updated 2 years ago
- ☆35Nov 8, 2023Updated 2 years ago