Federated and secure cloud services for building medical image classifiers on an intercontinental infrastructure

Ignacio Blanquer, Francisco V. Brasileiro, Andrey Brito, Amanda Calatrava, André Carvalho, Christof Fetzer, Flavio V. D. de Figueiredo, Ronny Petterson Guimarães, Leandro Bezerra Marinho, Wagner Meira Jr., Altigran S. da Silva, Angel Alberich-Bayarri, Eduardo Camacho-Ramos, Ana Jimenez-Pastor, Antonio Luiz L. Ribeiro, Bruno Ramos Nascimento, Fábio Silva

Abstract: Highlights•Medical data processing in an international collaboration poses challenged on managing different levels of sensitive data.•The use of Trusted execution environments and federated networks can overcome some of those problems.•The use of federated clouds can be used to gather the resources needed for high performance and high security.