wnn2000 / FFL4MIALinks
Official implementation of the paper "From Optimization to Generalization: Fair Federated Learning against Quality Shift via Inter-Client Sharpness Matching"
☆10Updated 6 months ago
Alternatives and similar repositories for FFL4MIA
Users that are interested in FFL4MIA are comparing it to the libraries listed below
Sorting:
- [CVPR2024] Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts☆30Updated last year
- [TMI' 23] FedDM: Federated Weakly Supervised Segmentation via Annotation Calibration and Gradient De-conflicting☆13Updated 2 years ago
- MICCAI 2023 DeCaF Best Paper Award: Federated Model Aggregation via Self-Supervised Priors for Highly Imbalanced Medical Image Classifica…☆14Updated last year
- [ECCV 2022] Personalizing Federated Medical Image Segmentation☆49Updated 2 years ago
- [MICCAI2024] "FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation". A framework for fine-tuning SAM (Segment Any…☆59Updated 7 months ago
- [MICCAI 2023] GRACE: Enhancing Federated Learning for Medical Imaging with Generalized and Personalized Gradient Correction☆17Updated 2 years ago
- [MICCAI2023] Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging☆13Updated last year
- Official implementation of the paper "FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heter…☆14Updated last year
- [IEEE TMI'23] IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation☆10Updated 2 years ago
- [MICCAI'22] Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance☆19Updated 3 years ago
- Self-supervised federated learning for medical imaging - IEEE TMI☆74Updated last year
- ☆12Updated last year
- [CVPR 2023] Federated Domain Generalization with Generalization Adjustment☆47Updated 2 years ago
- [TMI'22] Personalized Retrogress-Resilient Federated Learning Towards Imbalanced Medical Data☆13Updated 3 years ago
- Single-image test-time domain adaptation for segmentation models.☆22Updated last year
- [AAAI'22] HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images☆90Updated 3 years ago
- Reliable Source Approximation: Source-Free Domain Adaptation for Vestibular Schwannoma MRI Segmentation☆10Updated 9 months ago
- This is the official code of MICCAI23 paper "Source-Free Domain Adaptation for Medical Image Segmentation via Prototype-Anchored Feature …☆35Updated 2 years ago
- ☆20Updated 3 years ago
- Code for [MICCAI 2023] Treasure in Distribution: A Domain Randomization based Multi-Source Domain Generalization for 2D Medical Image Seg…☆39Updated 8 months ago
- A federated image segmentation method based on style transfer☆16Updated last year
- The official Tensorflow implementation of the paper "Learning Unified Hyper-network for Multi-modal MR Image Synthesis and Tumor Segmenta…☆12Updated 2 years ago
- ☆10Updated 2 years ago
- ☆50Updated 2 months ago
- Code for [IEEE-TMI] Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation.☆38Updated 3 years ago
- 【CVPR 2023】Learning Federated Visual Prompt in Null Space for MRI Reconstruction☆48Updated 2 years ago
- DG-TTA☆14Updated 6 months ago
- Official implementation for MICCAI 2021 paper "Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching"☆49Updated 2 years ago
- [npj Digital Medicine'21] Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational val…☆37Updated 4 years ago
- Official repository for the paper "FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Se…☆13Updated 4 months ago