JiayiChen815 / FEALLinks
[CVPR2024] Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts
☆26Updated last year
Alternatives and similar repositories for FEAL
Users that are interested in FEAL are comparing it to the libraries listed below
Sorting:
- MICCAI 2023 DeCaF Best Paper Award: Federated Model Aggregation via Self-Supervised Priors for Highly Imbalanced Medical Image Classifica…☆14Updated last year
- Official implementation of the paper "FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heter…☆14Updated last year
- [MICCAI'22] Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance☆19Updated 2 years ago
- [TMI' 23] FedDM: Federated Weakly Supervised Segmentation via Annotation Calibration and Gradient De-conflicting☆12Updated 2 years ago
- [MICCAI 2023] GRACE: Enhancing Federated Learning for Medical Imaging with Generalized and Personalized Gradient Correction☆17Updated 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☆72Updated last year
- [MICCAI2024] "FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation". A framework for fine-tuning SAM (Segment Any…☆51Updated 4 months ago
- [CVPR 2023] Federated Domain Generalization with Generalization Adjustment☆47Updated 2 years ago
- ☆10Updated last year
- 【CVPR 2023】Learning Federated Visual Prompt in Null Space for MRI Reconstruction☆46Updated 2 years ago
- CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised Learning☆48Updated 2 years ago
- [ECCV 2022] Personalizing Federated Medical Image Segmentation☆49Updated 2 years ago
- [TMI'22] Personalized Retrogress-Resilient Federated Learning Towards Imbalanced Medical Data☆13Updated 2 years ago
- [MICCAI2023] Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging☆13Updated 10 months ago
- [NeurIPS 2023]Federated Learning with Bilateral Curation for Partially Class-Disjoint Data☆12Updated last year
- [ICML' 24] Unsupervised Domain Adaptation for Anatomical Structure Detection in Ultrasound Images.☆10Updated 11 months ago
- ☆10Updated 2 years ago
- This repo is the official implementation of TMI2024 paper "Prompt-driven Latent Domain Generalization for Medical Image Classification".☆22Updated 8 months ago
- MICCAI 2023: Context-Aware Pseudo-Label Refinement for Source-Free Domain Adaptive Fundus Image Segmentation☆14Updated 11 months ago
- ☆28Updated 2 years ago
- ICLR 2023 - FedFA: Federated Feature Augmentation☆57Updated 2 years ago
- [MICCAI'22] Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift☆20Updated 2 years ago
- ☆19Updated 2 years ago
- ☆29Updated 8 months ago
- A python (PyTorch) implementation of federated multi-encoding U-Net (Fed-MENU) method for federated learning-based multi-organ segmentati…☆14Updated 7 months ago
- A Comprehensive Survey of Continual Learning in Medical Scenarios☆16Updated 8 months ago
- Code for [CVPR 2024] Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation.☆61Updated 6 months ago
- Code base for "On-the-Fly Test-time Adaptation for Medical Image Segmentation"☆30Updated 3 years ago
- [IEEE TMI] The official codes for "UniChest: Conquer-and-Divide Pre-training for Multi-Source Chest X-Ray Classification"☆17Updated 10 months ago