CityU-AIM-Group / PRR-Imbalance
[TMI'22] Personalized Retrogress-Resilient Federated Learning Towards Imbalanced Medical Data
☆13Updated 2 years ago
Alternatives and similar repositories for PRR-Imbalance:
Users that are interested in PRR-Imbalance are comparing it to the libraries listed below
- Official implementation of the paper "FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heter…☆13Updated last year
- [MICCAI'22] Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance☆20Updated 2 years ago
- 【CVPR 2023】Learning Federated Visual Prompt in Null Space for MRI Reconstruction☆45Updated last year
- [CVPR2024] Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts☆23Updated 8 months ago
- [MICCAI'21] Personalized Retrogress-Resilient Framework for Real-World Medical Federated Learning☆17Updated 2 years ago
- [MICCAI 2023] GRACE: Enhancing Federated Learning for Medical Imaging with Generalized and Personalized Gradient Correction☆16Updated last year
- [IEEE TMI'23] IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation☆10Updated last year
- MICCAI 2023 DeCaF Best Paper Award: Federated Model Aggregation via Self-Supervised Priors for Highly Imbalanced Medical Image Classifica…☆14Updated last year
- Self-supervised federated learning for medical imaging - IEEE TMI☆67Updated 8 months ago
- [MICCAI2023] Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging☆13Updated 6 months ago
- Official implementation for MICCAI 2021 paper "Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching"☆50Updated last year
- CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised Learning☆47Updated 2 years ago
- [ECCV 2022] Personalizing Federated Medical Image Segmentation☆49Updated last year
- Pytorch implementation for MICCAI 2021 paper "FedPerl: Semi-Supervised Peer Learning for Skin Lesion Classification"☆6Updated 3 years ago
- ☆10Updated last year
- [TMI' 23] FedDM: Federated Weakly Supervised Segmentation via Annotation Calibration and Gradient De-conflicting☆12Updated last year
- [CVPR 2023] Federated Domain Generalization with Generalization Adjustment☆43Updated last year
- [MICCAI2024] "FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation". A framework for fine-tuning SAM (Segment Any…☆44Updated this week
- ☆14Updated last month
- [AAAI'22] HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images☆87Updated 2 years ago
- 【IEEE TMI 2022】Specificity-Preserving Federated Learning for MR Image Reconstruction☆45Updated 2 years ago
- ☆18Updated 2 years ago
- ICLR 2023 - FedFA: Federated Feature Augmentation☆55Updated last year
- [npj Digital Medicine'21] Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational val…☆39Updated 3 years ago
- ☆6Updated 9 months ago
- Code base for "On-the-Fly Test-time Adaptation for Medical Image Segmentation"☆28Updated 2 years ago
- ☆27Updated last year
- A python (PyTorch) implementation of federated multi-encoding U-Net (Fed-MENU) method for federated learning-based multi-organ segmentati…☆13Updated 3 months ago
- vMFNet: Compositionality Meets Domain-generalised Segmentation☆15Updated 2 years ago
- ☆13Updated 3 months ago