liuquande / FedIRM
Official implementation for MICCAI 2021 paper "Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching"
☆51Updated last year
Alternatives and similar repositories for FedIRM:
Users that are interested in FedIRM are comparing it to the libraries listed below
- [MICCAI'22] Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance☆19Updated 2 years ago
- [MICCAI 2023] GRACE: Enhancing Federated Learning for Medical Imaging with Generalized and Personalized Gradient Correction☆16Updated last year
- Code for the paper "Test-time adaptable neural networks for robust medical image segmentation"☆46Updated 4 years ago
- [AAAI 2022 Oral] Separate Contrastive Learning for Organs-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation☆15Updated 2 years ago
- [npj Digital Medicine'21] Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational val…☆39Updated 3 years ago
- [TMI'22] Personalized Retrogress-Resilient Federated Learning Towards Imbalanced Medical Data☆13Updated 2 years ago
- Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation☆36Updated 3 years ago
- [AAAI'22] HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images☆89Updated 2 years ago
- The source code of 'Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification' (MICCAI 2021)☆18Updated 3 years ago
- MICCAI2020: self domain adapted network☆17Updated 3 years ago
- [IEEE TMI'23] IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation☆10Updated 2 years ago
- Semi-Supervised-Learning☆12Updated 2 years ago
- [ECCV 2022] Personalizing Federated Medical Image Segmentation☆49Updated 2 years ago
- Pytorch implementation for MICCAI 2021 paper "FedPerl: Semi-Supervised Peer Learning for Skin Lesion Classification"☆6Updated 3 years ago
- ☆17Updated 3 years ago
- vMFNet: Compositionality Meets Domain-generalised Segmentation☆16Updated 2 years ago
- Pytorch implementation of BoostMIS: Boosting Medical Image Semi-supervised Learning with Adaptive Pseudo Labeling and Informative Active …☆57Updated 3 years ago
- ☆8Updated 10 months ago
- Code for the MICCAI DART 2020 paper☆32Updated 3 years ago
- CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised Learning☆48Updated 2 years ago
- IEEE TMI 2021☆17Updated 2 years ago
- [MICCAI'21] Source-Free domain adaptive fundus image segmentation with denoised pseudo-labeling☆57Updated 3 years ago
- ☆27Updated last year
- [CVPR2024] Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts☆24Updated 9 months ago
- Code base for "On-the-Fly Test-time Adaptation for Medical Image Segmentation"☆31Updated 3 years ago
- [IPMI'23] Diffusion Model based Semi-supervised Learning on Brain Hemorrhage Images for Efficient Midline Shift Quantification☆13Updated 2 years ago
- Code for [IEEE-TMI] Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation.☆35Updated 2 years ago
- Domain generalization benchmark for skin lesion recognition, MICCAI 2023☆18Updated last year
- [IEEE JBHI'20] Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification☆54Updated 4 years ago
- Code for "ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image Classification" [CVPR 2022]☆76Updated 2 years ago