[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.
☆74Feb 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:
- [CVPR2024] Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts☆30Jun 18, 2024Updated 2 years ago
- Official repository for the paper "FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Se…☆19May 20, 2025Updated last year
- 【CVPR 2023】Learning Federated Visual Prompt in Null Space for MRI Reconstruction☆47Apr 1, 2023Updated 3 years ago
- ☆22Jul 11, 2024Updated 2 years ago
- ☆22Sep 27, 2022Updated 4 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.
- A federated image segmentation method based on style transfer☆16Sep 28, 2024Updated 2 years ago
- [ECCV 2022] Personalizing Federated Medical Image Segmentation☆50Mar 1, 2023Updated 3 years ago
- [IEEE TMI'23] IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation☆13Apr 2, 2023Updated 3 years ago
- Code for [MICCAI 2024] MoreStyle: Relax Low-frequency Constraint of Fourier-based Image Reconstruction in Generalizable Medical Image Seg…☆10Oct 25, 2024Updated 2 years ago
- A Comprehensive Survey of Continual Learning in Medical Scenarios☆20Sep 29, 2024Updated 2 years ago
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆66Jan 21, 2024Updated 2 years ago
- Self-supervised federated learning for medical imaging - IEEE TMI☆80May 27, 2024Updated 2 years ago
- Code for paper: STA-Unet: Rethink the semantic redundant for Medical Imaging Segmentation☆28Apr 30, 2025Updated last year
- [CVPR'21] FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space☆263Apr 1, 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.
- This is the official repository of the LDSeg from the paper, "Latent Diffusion for Medical Image Segmentation: End to End Learning for Fa…☆12May 8, 2025Updated last year
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆54Apr 3, 2024Updated 2 years ago
- 👏Mask-Enhanced Segment Anything Model for Tumor Lesion Semantic Segmentation[MICCAI 2024]☆37Mar 17, 2026Updated 7 months ago
- The official implantation of SGPT (CVPR2024)☆17Jul 15, 2024Updated 2 years ago
- [MICCAI 2024] Embracing Massive Medical Data☆23Jul 5, 2024Updated 2 years ago
- The pytorch code of FedDISC (Federated Diffusion-Inspired Semi-supervised Co-training method)☆12Sep 3, 2023Updated 3 years ago
- ☆14Jan 3, 2024Updated 2 years ago
- [ICLR 2024] "Robust Training of Federated Models with Extremely Label Deficiency"☆27May 29, 2025Updated last year
- (TMI-2024) Source-Free Active Domain Adaptation (SFADA) for GTV Segmentation across Multiple Hospitals☆50Dec 15, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆10Dec 25, 2025Updated 10 months ago
- QTSeg: A Query Token-Based Architecture for Efficient 2D Medical Image Segmentation☆12Feb 28, 2025Updated last year
- Code for novel methods for one-shot Federated Learning under high statistical heterogeneity.☆19Oct 2, 2023Updated 3 years ago
- ☆13May 13, 2023Updated 3 years ago
- ☆34Nov 10, 2024Updated last year
- Official implementation of the paper "FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heter…☆17Jan 21, 2024Updated 2 years ago
- [TCSVT'25] De-LightSAM: Modality-Decoupled Lightweight SAM for Generalizable Medical Segmentation☆79Nov 7, 2025Updated 11 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
- ☆25Jun 11, 2026Updated 4 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official repository for Towards Multi-modal Transformers in Federated Learning (ECCV2024)☆21Feb 4, 2025Updated last year
- Prototype-Based Image Prompting for Weakly Supervised Histopathological Image Segmentation☆26Jun 10, 2025Updated last year
- CVPR 2023 FedSeg: Class-Heterogeneous Federated Learning for Semantic Segmentation☆23Dec 8, 2025Updated 10 months ago
- The code of DIFD☆12Feb 26, 2025Updated last year
- [ICLR 2024] "Enhancing One-Shot Federated Learning Through Data and Ensemble Co-Boosting"☆12Feb 22, 2024Updated 2 years ago
- Official repository for "Pre- to Post-Contrast Breast MRI Synthesis for Enhanced Tumour Segmentation"☆13Jan 31, 2024Updated 2 years ago
- Anatomical Foundation Models for Brain MRIs☆19Jun 18, 2026Updated 4 months ago