intel / fl-tutorialLinks
Official MICCAI 2022 Federated Learning for Healthcare Tutorial Repo
☆14Updated 9 months ago
Alternatives and similar repositories for fl-tutorial
Users that are interested in fl-tutorial 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 4 years ago
- A list of papers on Federated Deep Learning in Healthcare, in particular, algorithms Deep Learning with Medical Imaging.☆33Updated 4 years ago
- The repo for the FeTS Challenge☆51Updated 4 months ago
- [AAAI'22] HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images☆89Updated 3 years ago
- Federated Learning based Deep Learning. Docs: https://fets-ai.github.io/Front-End/☆90Updated last year
- [MICCAI'21] Personalized Retrogress-Resilient Framework for Real-World Medical Federated Learning☆17Updated 3 years ago
- [MICCAI 2023] GRACE: Enhancing Federated Learning for Medical Imaging with Generalized and Personalized Gradient Correction☆17Updated 2 years ago
- Federated Learning for Computational Pathology - Medical Image Analysis☆50Updated 3 years ago
- Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to be…☆218Updated last year
- impelmentation of https://arxiv.org/pdf/2001.05647.pdf☆37Updated 4 years ago
- PriMIA: Privacy-preserving Medical Image Analysis☆134Updated 2 years ago
- CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised Learning☆48Updated 3 years ago
- Code accompanying the paper "Fighting Class Imbalance with Contrastive Learning" (MICCAI2021)☆10Updated 3 years ago
- Self-supervised federated learning for medical imaging - IEEE TMI☆73Updated last year
- Personalized Federated Learning under Mixture of Distributions☆18Updated last year
- Official implementation for MICCAI 2021 paper "Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching"☆49Updated 2 years ago
- ☆16Updated 9 months ago
- [IEEE TMI'23] IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation☆10Updated 2 years ago
- A modular evaluation metrics and a benchmark for large-scale federated learning☆13Updated last year
- A collaborative learning framework for empowering biomedical research☆58Updated this week
- A curated list of Federated Learning papers/articles and recent advancements.☆99Updated 2 years ago
- ☆10Updated last year
- ☆19Updated 2 years ago
- A study in multi-center imaging diagnostics, emphasizing on the modality of cardiovascular magnetic resonance and the prediction of hyper…☆11Updated 4 years ago
- Federated Conformal Prediction with Quantile-of-Quantiles (FedCP-QQ)☆11Updated 2 years ago
- A Federated Learning implementation to diagnose 2 acute inflammations of bladder.. This medical dataset truly needs privacy! Because we c…☆40Updated 5 years ago
- Example notebooks demonstrating how to use Clara Train to build Medical Imaging Deep Learning models☆128Updated last year
- Semi-Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation☆10Updated 4 years ago
- ☆113Updated 2 years ago
- My code using PSPNet for MICCAI Gleason Challenge 2019☆34Updated 3 years ago