KatherLab / swarm-learning-hpeLinks
Experimental repo for Odelia project based on HPE platform. This repo contains multiple models for histopathology and radiology training.
☆12Updated last week
Alternatives and similar repositories for swarm-learning-hpe
Users that are interested in swarm-learning-hpe are comparing it to the libraries listed below
Sorting:
- Swarm Learning for computational pathology☆29Updated 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
- A collaborative learning framework for empowering biomedical research☆58Updated last week
- A simplified library for decentralized, privacy preserving machine learning☆349Updated 9 months ago
- Scripts for figures and calculations of the manuscript by Warnat-Herresthal el al. 2020☆195Updated 4 years ago
- Low-level Python library used to interact with a Substra network☆278Updated 10 months ago
- PriMIA: Privacy-preserving Medical Image Analysis☆134Updated 2 years ago
- Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"☆79Updated 2 years ago
- A high-level federated learning Python library used to run complex federated learning experiments at scale on a Substra network☆59Updated 3 months ago
- Wuhan Corona (COVID-19) patients dataset☆38Updated last month
- A curated list of Federated Learning papers/articles and recent advancements.☆99Updated 2 years ago
- ☆87Updated last year
- This project aims to predict the type 2 diabetes, based on the dataset. It uses machine learning model,which is trained to predict the di…☆40Updated 6 years ago
- Simulate collaborative ML scenarios, experiment multi-partner learning approaches and measure respective contributions of different datas…☆58Updated 2 years ago
- Federated Learning based Deep Learning. Docs: https://fets-ai.github.io/Front-End/☆90Updated last year
- The HyFed framework provides an easy-to-use API to develop federated, privacy-preserving machine learning algorithms.☆18Updated 3 years ago
- NVIDIA Federated Learning Application Runtime Environment☆781Updated this week
- This project used Flower, Go Ethereum, IPFS, Web3, digital signature and socket to implement blockchain-based federated learning.☆30Updated 3 years ago
- Example notebooks demonstrating how to use Clara Train to build Medical Imaging Deep Learning models☆128Updated last year
- A list of papers on Federated Deep Learning in Healthcare, in particular, algorithms Deep Learning with Medical Imaging.☆33Updated 4 years ago
- ☆26Updated 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
- A curated list for preprocessing, cleaning, mapping and analyzing UK Biobank data.☆54Updated 2 years ago
- An Open Framework for Federated Learning.☆801Updated last week
- Democratize access to data, decentralize Artificial intelligence and enhance user privacy with Federated learning and Blockchain.☆189Updated 4 years ago
- A Python module for loading phenotypic and genetic data from the UK Biobank.☆36Updated 4 years ago
- Implementation of DeepSurv using Keras☆51Updated 2 years ago
- Advanced Privacy-Preserving Federated Learning framework☆148Updated this week
- ☆33Updated 3 years ago
- ☆14Updated 2 years ago