liuquande / FedDG-ELCFS
[CVPR'21] FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space
☆229Updated 3 years ago
Related projects: ⓘ
- [AAAI'22] HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images☆79Updated 2 years ago
- Official implementation for MICCAI 2021 paper "Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching"☆50Updated last year
- [TMI'20] Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model☆131Updated 3 years ago
- CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised Learning☆45Updated 2 years ago
- Self-supervised Federated Learning for Medical Imaging - IEEE TMI☆59Updated 3 months ago
- AsynDGAN project source code.☆41Updated 3 years ago
- [IEEE JBHI'20] Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification☆54Updated 3 years ago
- [npj Digital Medicine'21] Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational val…☆37Updated 3 years ago
- 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
- ☆14Updated 9 months ago
- ☆14Updated last year
- [MICCAI'22] Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance☆19Updated 2 years ago
- ☆17Updated last year
- Multi-institutional Collaborations for Improving Deep Learning-based Magnetic Resonance Image Reconstruction Using Federated Learning☆45Updated 2 years ago
- Code for the MICCAI DART 2020 paper☆33Updated 3 years ago
- [CVPR 2023] Federated Domain Generalization with Generalization Adjustment☆37Updated last year
- [MICCAI 2023] GRACE: Enhancing Federated Learning for Medical Imaging with Generalized and Personalized Gradient Correction☆16Updated last year
- [NIPS 2020] The code release of paper 'Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization'☆61Updated 3 years ago
- Source-Free Domain Adaptation☆38Updated last year
- ☆100Updated last year
- [IEEE-TMI'22] Causality-inspired Single-source Domain Generalization for Medical Image Segmentation (code&data-processing pipeline)☆84Updated last year
- [TMI2020]A Mutual Bootstrapping Model for Automated Skin Lesion Segmentation and Classification.☆52Updated this week
- ☆65Updated last year
- Hard Sample Aware Noise Robust Learning forHistopathology Image Classification☆30Updated 11 months ago
- [MICCAI2023] Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging☆10Updated last month
- 【IEEE TMI 2022】Specificity-Preserving Federated Learning for MR Image Reconstruction☆44Updated 2 years ago
- [TMI'20] Multi-Site Network for Improving Prostate Segmentation with Heterogeneous MRI Data☆64Updated 4 years ago
- The repo for the FeTS Challenge☆48Updated 2 months ago
- Implementation of "Abnormality Detection in Chest X-ray Images Using Uncertainty Prediction Autoencoders" in MICCAI 2020.☆16Updated 3 years ago