xmed-lab / Fed-MASLinks
MICCAI 2023 DeCaF Best Paper Award: Federated Model Aggregation via Self-Supervised Priors for Highly Imbalanced Medical Image Classification
☆15Updated 2 years ago
Alternatives and similar repositories for Fed-MAS
Users that are interested in Fed-MAS 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☆32Updated last year
- [IEEE TMI'23] IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation☆10Updated 2 years ago
- Self-supervised federated learning for medical imaging - IEEE TMI☆75Updated last year
- [ECCV 2022] Personalizing Federated Medical Image Segmentation☆49Updated 2 years ago
- [MICCAI'22] Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance☆19Updated 3 years ago
- [MICCAI 2023] GRACE: Enhancing Federated Learning for Medical Imaging with Generalized and Personalized Gradient Correction☆17Updated 2 years ago
- [MICCAI2024] "FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation". A framework for fine-tuning SAM (Segment Any…☆64Updated 9 months ago
- [MICCAI2023] Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging☆14Updated last year
- [TMI'22] Personalized Retrogress-Resilient Federated Learning Towards Imbalanced Medical Data☆15Updated 3 years ago
- [CVPR 2023] Federated Domain Generalization with Generalization Adjustment☆50Updated 2 years ago
- Code base for "On-the-Fly Test-time Adaptation for Medical Image Segmentation"☆30Updated 3 years ago
- ☆55Updated 4 months ago
- 【CVPR 2023】Learning Federated Visual Prompt in Null Space for MRI Reconstruction☆48Updated 2 years ago
- [TMI' 23] FedDM: Federated Weakly Supervised Segmentation via Annotation Calibration and Gradient De-conflicting☆14Updated 2 years ago
- Official implementation of the paper "FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heter…☆15Updated last year
- Official repository for the paper "FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Se…☆16Updated 6 months ago
- Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning (CVPR 2023)☆45Updated 2 years ago
- ☆13Updated last year
- The medical imaging meta-learning toolbox allows to build models that learn to learn in a setting with diverse tasks. It also provides co…☆44Updated last year
- [AAAI'22] HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images☆90Updated 3 years ago
- ☆14Updated 3 years ago
- ☆20Updated last year
- Datasets & Code for the WACV 2024 paper 'Robust Source-Free Domain Adaptation for Fundus Image Segmentation'☆13Updated last year
- Code for [Pattern Recognition] Prompt Learning based Source-free Domain Adaptation for Medical Image Segmentation.☆28Updated 7 months ago
- Official implementation of COLosSAL [MICCAI 2023]☆15Updated 2 years ago
- Code for [IEEE-TMI] Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation.☆40Updated 3 years ago
- [MIA' 22] Source free domain adaptation for medical image segmentation with fourier style mining☆49Updated last year
- [ICML' 24] Unsupervised Domain Adaptation for Anatomical Structure Detection in Ultrasound Images.☆11Updated last year
- The official implementation of "Delving into Masked Autoencoders for Multi-Label Thorax Disease Classification"☆90Updated last year
- [ICASSP 2023] Prototype Knowledge Distillation for Medical Segmentation with Missing Modality☆56Updated 10 months ago