Linardos / federated-HCM-diagnosis
A study in multi-center imaging diagnostics, emphasizing on the modality of cardiovascular magnetic resonance and the prediction of hypertrophic cardiomyopathy.
☆10Updated 3 years ago
Related projects: ⓘ
- [MICCAI 2023] GRACE: Enhancing Federated Learning for Medical Imaging with Generalized and Personalized Gradient Correction☆16Updated last year
- [TMI'22] Personalized Retrogress-Resilient Federated Learning Towards Imbalanced Medical Data☆13Updated 2 years ago
- [MICCAI'21] Personalized Retrogress-Resilient Framework for Real-World Medical Federated Learning☆16Updated 2 years ago
- The repo for the FeTS Challenge☆48Updated 2 months ago
- Semi-Supervised-Learning☆10Updated last year
- Federated Learning for Computational Pathology - Medical Image Analysis☆44Updated 2 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
- Official implementation for MICCAI 2021 paper "Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching"☆50Updated last year
- Self-supervised Federated Learning for Medical Imaging - IEEE TMI☆59Updated 3 months ago
- [ECCV 2022] Personalizing Federated Medical Image Segmentation☆43Updated last year
- [MICCAI2023] Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging☆10Updated last month
- [AAAI'22] HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images☆79Updated 2 years ago
- ☆17Updated last year
- [MICCAI'22] Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance☆19Updated 2 years ago
- Codebase for reproducible benchmarking experiments in MedMNIST v2☆42Updated 2 months ago
- The source code of FedDis☆18Updated 2 years ago
- [MICCAI2024] "FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation". A framework for fine-tuning SAM (Segment Any…☆32Updated last month
- CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised Learning☆45Updated 2 years ago
- MICCAI 2023 DeCaF Best Paper Award: Federated Model Aggregation via Self-Supervised Priors for Highly Imbalanced Medical Image Classifica…☆12Updated 9 months ago
- A comprehensive review of techniques to address the missing-modality problem for medical images☆17Updated 3 months ago
- MICCAI2020: self domain adapted network☆17Updated 3 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
- impelmentation of https://arxiv.org/pdf/2001.05647.pdf☆31Updated 3 years ago
- Code for the paper "Test-time adaptable neural networks for robust medical image segmentation"☆43Updated 4 years ago
- ☆50Updated 7 months ago
- Gender Bias Extra Material☆12Updated last year
- TMSS: An End-to-End Transformer-based Multimodal Network for Segmentation and Survival Prediction☆27Updated last year
- [IEEE-TMI'22] Causality-inspired Single-source Domain Generalization for Medical Image Segmentation (code&data-processing pipeline)☆84Updated last year
- ☆14Updated last year