QDaiing / FedMEMALinks
☆10Updated last year
Alternatives and similar repositories for FedMEMA
Users that are interested in FedMEMA are comparing it to the libraries listed below
Sorting:
- ☆19Updated 2 years ago
- Self-supervised federated learning for medical imaging - IEEE TMI☆73Updated last year
- [MICCAI'22] Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance☆19Updated 3 years ago
- ☆16Updated 10 months ago
- [CVPR2024] Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts☆29Updated last year
- [MICCAI 2023] GRACE: Enhancing Federated Learning for Medical Imaging with Generalized and Personalized Gradient Correction☆17Updated 2 years ago
- [AAAI'22] HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images☆90Updated 3 years ago
- [TMI' 23] FedDM: Federated Weakly Supervised Segmentation via Annotation Calibration and Gradient De-conflicting☆13Updated 2 years ago
- This repository contains the source code for our MICCAI 2024 paper titled 'CAR-MFL: Cross-Modal Augmentation by Retrieval for Multimodal …☆20Updated 11 months ago
- CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised Learning☆48Updated 3 years ago
- The code for paper FedCL: Federated Contrastive Learning for Multi-center Medical Image Classification.☆23Updated 2 years ago
- ☆10Updated 2 years ago
- [IEEE TMI'23] IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation☆10Updated 2 years ago
- [MICCAI2024] "FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation". A framework for fine-tuning SAM (Segment Any…☆57Updated 7 months 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
- (AAAI-24) Federated Learning via Input-Output Collaborative Distillation☆11Updated last year
- [MICCAI2023] Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging☆13Updated last year
- The official implementation for the paper: "FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification",…☆17Updated last year
- Official implementation of the paper "FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heter…☆14Updated last year
- [CVPR 2023] Federated Domain Generalization with Generalization Adjustment☆47Updated 2 years ago
- ☆28Updated 2 years ago
- A python (PyTorch) implementation of federated multi-encoding U-Net (Fed-MENU) method for federated learning-based multi-organ segmentati…☆14Updated 10 months ago
- Official implementation for MICCAI 2021 paper "Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching"☆49Updated 2 years ago
- Official repository for the paper "FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Se…☆13Updated 4 months 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
- ☆15Updated 7 months ago
- A federated image segmentation method based on style transfer☆16Updated 11 months ago
- [NeurIPS 2023] "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"☆21Updated last year
- The official Tensorflow implementation of the paper "Learning Unified Hyper-network for Multi-modal MR Image Synthesis and Tumor Segmenta…☆12Updated last year