intel / fl-tutorialLinks
Official MICCAI 2022 Federated Learning for Healthcare Tutorial Repo
☆14Updated last year
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…☆37Updated 4 years ago
- A list of papers on Federated Deep Learning in Healthcare, in particular, algorithms Deep Learning with Medical Imaging.☆33Updated 5 years ago
- [AAAI'22] HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images☆91Updated 3 years ago
- [MICCAI'21] Personalized Retrogress-Resilient Framework for Real-World Medical Federated Learning☆17Updated 3 years ago
- Federated Learning for Computational Pathology - Medical Image Analysis☆50Updated 3 years ago
- ☆17Updated last year
- The repo for the FeTS Challenge☆57Updated 4 months ago
- CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised Learning☆48Updated 3 years ago
- impelmentation of https://arxiv.org/pdf/2001.05647.pdf☆39Updated 5 years ago
- Self-supervised federated learning for medical imaging - IEEE TMI☆76Updated last year
- Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to be…☆227Updated last year
- ☆14Updated last year
- [MICCAI 2023] GRACE: Enhancing Federated Learning for Medical Imaging with Generalized and Personalized Gradient Correction☆17Updated 2 years ago
- Federated Learning based Deep Learning. Docs: https://fets-ai.github.io/Front-End/☆93Updated last year
- A Federated Learning implementation to diagnose 2 acute inflammations of bladder.. This medical dataset truly needs privacy! Because we c…☆39Updated 6 years ago
- A curated list of Federated Learning papers/articles and recent advancements.☆100Updated 2 years ago
- Official implementation for MICCAI 2021 paper "Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching"☆50Updated 2 years ago
- Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)☆76Updated 11 months ago
- Source code for MICCAI 2023 paper entitled: 'FeSViBS: Federated Split Learning of Vision Transformer with Block Sampling'☆20Updated 2 years ago
- Federated Conformal Prediction with Quantile-of-Quantiles (FedCP-QQ)☆11Updated 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
- [NeurIPS 2023] "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"☆23Updated 2 years ago
- (AAAI-24) Federated Learning via Input-Output Collaborative Distillation☆10Updated 2 years ago
- A modular evaluation metrics and a benchmark for large-scale federated learning☆13Updated last year
- Swarm Learning for computational pathology☆29Updated 3 years ago
- [MICCAI2023] Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging☆14Updated last year
- ☆21Updated 3 years ago
- NeurIPS 2023 accepted paper, Eliminating Domain Bias for Federated Learning in Representation Space☆24Updated 10 months ago
- [ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization☆270Updated 2 months ago
- MICCAI2023. "One-shot Federated Learning on Medical Data using Knowledge Distillation with Image Synthesis and Client Model Adaptation"☆19Updated 2 years ago