sancarlim / decentralizedAI_dermatologyLinks
Experiments of the DAI in Healthcare project - skin lesions images use case - using Flower
☆16Updated 2 years ago
Alternatives and similar repositories for decentralizedAI_dermatology
Users that are interested in decentralizedAI_dermatology are comparing it to the libraries listed below
Sorting:
- A curated list of Federated Learning papers/articles and recent advancements.☆96Updated 2 years ago
- A flexible, modular, and easy to use library to facilitate federated learning research and development in healthcare settings☆42Updated this week
- A collaborative learning framework for empowering biomedical research☆51Updated this week
- A list of papers on Federated Deep Learning in Healthcare, in particular, algorithms Deep Learning with Medical Imaging.☆33Updated 4 years ago
- Advanced Privacy-Preserving Federated Learning framework☆133Updated last week
- Principles of ML Systems Project☆26Updated 4 years ago
- Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)☆75Updated 3 months ago
- Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"☆78Updated 2 years ago
- ☆10Updated last year
- A Federated Learning implementation to diagnose 2 acute inflammations of bladder.. This medical dataset truly needs privacy! Because we c…☆40Updated 5 years ago
- Simple simulation of federated learning (FedAvg) using Flower framework☆22Updated 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…☆217Updated 11 months ago
- The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".☆56Updated last year
- MICCAI2023. "One-shot Federated Learning on Medical Data using Knowledge Distillation with Image Synthesis and Client Model Adaptation"☆18Updated last year
- This is the code for my master thesis.☆16Updated 2 years ago
- Simple implementation of FedAvg, a Federated Learning algorithm.☆28Updated last year
- P2PFL is a decentralized federated learning library that enables federated learning on peer-to-peer networks using gossip protocols, maki…☆108Updated this week
- Repo for MobiSys 2023 paper: "Harmony: Heterogeneous Multi-Modal Federated Learning through Disentangled Model Training".☆28Updated last year
- Pytorch Code for FedHyper☆10Updated 9 months ago
- (SIGKDD 2022) Connected Low-Loss Subspace Learning for a Personalization in Federated Learning (https://arxiv.org/abs/2109.07628)☆31Updated 10 months ago
- ☆22Updated last year
- Codes for FedKD☆56Updated 2 years ago
- Official PyTorch implementation of DENSE (NeurIPS 2022)☆30Updated 2 years ago
- ☆40Updated last year
- [npj Digital Medicine'21] Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational val…☆38Updated 3 years ago
- Swarm Learning for computational pathology☆29Updated 3 years ago
- Repo for the paper: PerAda: Parameter-Efficient Federated Learning Personalization with Generalization Guarantees (CVPR 2024)☆19Updated 9 months ago
- [ICML 2023] FedBR: Improving Federated Learning on Heterogeneous Data via Local Learning Bias Reduction☆27Updated last year
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆43Updated 2 years ago
- Federated learning with homomorphic encryption enables multiple parties to securely co-train artificial intelligence models in pathology …☆32Updated last year