Jwicaksana / FedMix
☆17Updated last year
Related projects: ⓘ
- ☆14Updated 9 months ago
- [MICCAI 2023] GRACE: Enhancing Federated Learning for Medical Imaging with Generalized and Personalized Gradient Correction☆16Updated last year
- [MICCAI'22] Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance☆19Updated 2 years ago
- [AAAI'22] HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images☆79Updated 2 years ago
- Self-supervised Federated Learning for Medical Imaging - IEEE TMI☆59Updated 3 months ago
- The code for paper FedCL: Federated Contrastive Learning for Multi-center Medical Image Classification.☆17Updated last year
- [npj Digital Medicine'21] Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational val…☆37Updated 3 years ago
- CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised Learning☆45Updated 2 years ago
- [MICCAI2024] "FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation". A framework for fine-tuning SAM (Segment Any…☆32Updated last month
- Official implementation for MICCAI 2021 paper "Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching"☆50Updated last year
- A python (PyTorch) implementation of federated multi-encoding U-Net (Fed-MENU) method for federated learning-based multi-organ segmentati…☆13Updated 10 months ago
- [ECCV 2022] Personalizing Federated Medical Image Segmentation☆43Updated last year
- ☆12Updated last year
- [MICCAI'21] Personalized Retrogress-Resilient Framework for Real-World Medical Federated Learning☆16Updated 2 years ago
- A federated image segmentation method based on style transfer☆14Updated last month
- [TMI'22] Personalized Retrogress-Resilient Federated Learning Towards Imbalanced Medical Data☆13Updated 2 years ago
- [CVPR 2023] Federated Domain Generalization with Generalization Adjustment☆37Updated last year
- [MICCAI2023] Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging☆10Updated last month
- Pytorch implementation for MICCAI 2021 paper "FedPerl: Semi-Supervised Peer Learning for Skin Lesion Classification"☆6Updated 2 years ago
- Code for [MICCAI 2023] Treasure in Distribution: A Domain Randomization based Multi-Source Domain Generalization for 2D Medical Image Seg…☆27Updated 2 months ago
- [NeurIPS 2023] "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"☆12Updated 11 months ago
- Official TensorFlow implementation of Federated Learning of Generative Image Priors for MRI Reconstruction (FedGIMP)☆13Updated 2 years ago
- impelmentation of https://arxiv.org/pdf/2001.05647.pdf☆31Updated 3 years ago
- [AAAI 2023] Official PyTorch implementation of the paper "SLAug: Rethinking Data Augmentation for Single-source Domain Generalization in …☆67Updated 11 months ago
- CVPR 2023 FedSeg: Class-Heterogeneous Federated Learning for Semantic Segmentation☆14Updated last year
- A study in multi-center imaging diagnostics, emphasizing on the modality of cardiovascular magnetic resonance and the prediction of hyper…☆10Updated 3 years ago
- [ECCV 2024] TIP: Tabular-Image Pre-training for Multimodal Classification with Incomplete Data (an official implementation)☆13Updated last month
- ☆14Updated last year
- Codebase for reproducible benchmarking experiments in MedMNIST v2☆42Updated 2 months ago
- The code of the ProtoSeg for interpretation of segmentation maps☆14Updated last year