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EuCanImage platform components are not only offered as central services but also are made available as installable modules for enabling a de-centralized data management infrastructure. In this way, data collections with mobility restrictions for technical or legal reasons, might be processed and analysed in-premises.

Data enhancement

POSDA curation suite

Containerized GDPR-compliant tools for data pseudonymization, de- identification and transfer.

Install

CMDRAD proxy

Lightweight virtual server for pseudonymization, de-identification and transfer to imaging data

Install

AI Modeling

Deep Learning Client

Flower client-site code of a Federated Learning analysis for a PyTorch deep learning model. It loads local images and defines the model to train/evaluate.

Install

EUCAIM DL Server & EUCAIM DL Client

This repository provides a Dockerized federated learning system for EUCAIM-WP6, featuring a central server and clients to collaboratively train a CNN model without sharing private data.

Install Server Install Client

AI-VRE core

Portable execution framework for running AI experiments in batch mode on the cloud. It includes a web application, an authentication server and a a job scheduler.

Install