intel / fl-tutorialLinks
Official MICCAI 2022 Federated Learning for Healthcare Tutorial Repo
☆14Updated 6 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 3 years ago
- A list of papers on Federated Deep Learning in Healthcare, in particular, algorithms Deep Learning with Medical Imaging.☆33Updated 4 years ago
- [AAAI'22] HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images☆89Updated 2 years ago
- A collaborative learning framework for empowering biomedical research☆52Updated this week
- Self-supervised federated learning for medical imaging - IEEE TMI☆72Updated last year
- [MICCAI 2023] GRACE: Enhancing Federated Learning for Medical Imaging with Generalized and Personalized Gradient Correction☆17Updated last year
- NeurIPS 2023 accepted paper, Eliminating Domain Bias for Federated Learning in Representation Space☆20Updated 3 months ago
- The code for paper FedCL: Federated Contrastive Learning for Multi-center Medical Image Classification.☆22Updated 2 years ago
- [MICCAI'21] Personalized Retrogress-Resilient Framework for Real-World Medical Federated Learning☆17Updated 3 years ago
- Pytorch implementation for MICCAI 2021 paper "FedPerl: Semi-Supervised Peer Learning for Skin Lesion Classification"☆6Updated 3 years ago
- ☆10Updated last year
- ☆112Updated 2 years ago
- Federated Learning for Computational Pathology - Medical Image Analysis☆49Updated 3 years ago
- CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised Learning☆48Updated 2 years ago
- [IEEE TMI'23] IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation☆10Updated 2 years ago
- [MICCAI2023] Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging☆13Updated 10 months ago
- ☆19Updated 2 years ago
- ☆15Updated 2 years ago
- The repo for the FeTS Challenge☆50Updated 2 months ago
- An implementation of pneumonia medical X-ray image classification problem using Federated Learning in PySyft.☆13Updated 6 years ago
- Simple simulation of federated learning (FedAvg) using Flower framework☆22Updated 3 years ago
- A flexible, modular, and easy to use library to facilitate federated learning research and development in healthcare settings☆43Updated this week
- ☆16Updated 7 months ago
- Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)☆75Updated 4 months ago
- The official PyTorch implementation for the paper: "FedNoRo: Towards Noise-Robust Federated Learning By Addressing Class Imbalance and La…☆27Updated last year
- Practical One-Shot Federated Learning for Cross-Silo Setting☆42Updated 4 years ago
- This repository is an official Tensorflow 2 implementation of Federated Semi-Supervised Learning with Inter-Client Consistency & Disjoint…☆80Updated 3 years ago
- ☆10Updated last year
- Code for 'Robust Federated Learning with Noisy Labels'☆14Updated 3 years ago
- Personalized Federated Learning under Mixture of Distributions☆18Updated last year