liuquande / FedIRMLinks
Official implementation for MICCAI 2021 paper "Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching"
☆49Updated 2 years ago
Alternatives and similar repositories for FedIRM
Users that are interested in FedIRM are comparing it to the libraries listed below
Sorting:
- [npj Digital Medicine'21] Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational val…☆38Updated 3 years ago
- [MICCAI 2023] GRACE: Enhancing Federated Learning for Medical Imaging with Generalized and Personalized Gradient Correction☆17Updated 2 years ago
- [AAAI'22] HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images☆89Updated 2 years ago
- [TMI'22] Personalized Retrogress-Resilient Federated Learning Towards Imbalanced Medical Data☆13Updated 2 years ago
- Code for the MICCAI DART 2020 paper☆32Updated 3 years ago
- [ECCV 2022] Personalizing Federated Medical Image Segmentation☆49Updated 2 years ago
- Code for the paper "Test-time adaptable neural networks for robust medical image segmentation"☆46Updated 5 years ago
- [AAAI 2022 Oral] Separate Contrastive Learning for Organs-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation☆15Updated 3 years ago
- MICCAI2020: self domain adapted network☆17Updated 4 years ago
- [IEEE JBHI'20] Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification☆54Updated 4 years ago
- Pytorch implementation for MICCAI 2021 paper "FedPerl: Semi-Supervised Peer Learning for Skin Lesion Classification"☆6Updated 3 years ago
- [MICCAI'22] Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance☆19Updated 2 years ago
- AsynDGAN project source code.☆43Updated 4 years ago
- Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation☆36Updated 3 years ago
- ☆34Updated 3 years ago
- [NIPS 2020] The code release of paper 'Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization'☆66Updated 4 years ago
- [CVPR'21] FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space☆251Updated 4 years ago
- 【IEEE TMI 2022】Specificity-Preserving Federated Learning for MR Image Reconstruction☆45Updated 2 years ago
- vMFNet: Compositionality Meets Domain-generalised Segmentation☆16Updated 2 years ago
- Self-supervised federated learning for medical imaging - IEEE TMI☆72Updated last year
- The source code of 'Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification' (MICCAI 2021)☆18Updated 3 years ago
- IEEE TMI 2021☆17Updated 2 years ago
- [MICCAI'22] Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift☆20Updated 2 years ago
- Source-Free Domain Adaptation☆44Updated 2 years ago
- A deep semi-supervised method (UATS) for medical segmentation☆14Updated 11 months ago
- impelmentation of https://arxiv.org/pdf/2001.05647.pdf☆35Updated 4 years ago
- [MICCAI'21] Personalized Retrogress-Resilient Framework for Real-World Medical Federated Learning☆17Updated 3 years ago
- Adversarial Continual Learning for Multi-Domain Hippocampal Segmentation☆14Updated 3 years ago
- The repo for the FeTS Challenge☆51Updated 2 months ago
- [IEEE TMI'23] IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation☆10Updated 2 years ago