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
- Self-supervised federated learning for medical imaging - IEEE TMI☆76Updated last year
- [IEEE TMI'23] IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation☆11Updated 2 years ago
- [MICCAI'22] Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance☆19Updated 3 years ago
- [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…☆66Updated 10 months ago
- 【CVPR 2023】Learning Federated Visual Prompt in Null Space for MRI Reconstruction☆48Updated 2 years 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
- [MICCAI 2023] GRACE: Enhancing Federated Learning for Medical Imaging with Generalized and Personalized Gradient Correction☆17Updated 2 years ago
- [CVPR 2023] Federated Domain Generalization with Generalization Adjustment☆52Updated 2 years ago
- Official implementation of the paper "FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heter…☆15Updated last year
- [TMI' 23] FedDM: Federated Weakly Supervised Segmentation via Annotation Calibration and Gradient De-conflicting☆14Updated 2 years ago
- ☆56Updated 4 months ago
- Code base for "On-the-Fly Test-time Adaptation for Medical Image Segmentation"☆30Updated 3 years ago
- [IEEE TMI] This is the official repository for "UniChest: Conquer-and-Divide Pre-training for Multi-Source Chest X-Ray Classification"☆19Updated last year
- [AAAI'22] HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images☆90Updated 3 years ago
- ☆10Updated 2 years ago
- [ICASSP 2023] Prototype Knowledge Distillation for Medical Segmentation with Missing Modality☆56Updated 11 months ago
- The official implementation of "Delving into Masked Autoencoders for Multi-Label Thorax Disease Classification"☆91Updated last year
- Official repository for the paper "FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Se…☆16Updated 7 months ago
- ☆14Updated 3 years ago
- Domain generalization benchmark for skin lesion recognition, MICCAI 2023☆20Updated last year
- ☆13Updated last year
- [MICCAI 2023] Continual Learning for Abdominal Multi-Organ and Tumor Segmentation☆73Updated last year
- ☆25Updated last year
- Official implementation of the paper "From Optimization to Generalization: Fair Federated Learning against Quality Shift via Inter-Client…☆10Updated 9 months ago
- [MIA' 22] Source free domain adaptation for medical image segmentation with fourier style mining☆49Updated last year
- A Comprehensive Survey of Continual Learning in Medical Scenarios☆19Updated last year
- [DALI 2022] "Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study" by Gregory Holste, Song Wang, Ziyu Jian…☆36Updated 3 years ago