Search Results for author: Florian Guitton

Found 4 papers, 0 papers with code

A Blockchain-based Trust System for Decentralised Applications: When trustless needs trust

no code implementations26 Jan 2021 Nguyen Truong, Gyu Myoung Lee, Kai Sun, Florian Guitton, Yike Guo

Blockchain technology has been envisaged to commence an era of decentralised applications and services (DApps) without the need for a trusted intermediary.

Cryptography and Security Distributed, Parallel, and Cluster Computing

Privacy Preservation in Federated Learning: An insightful survey from the GDPR Perspective

no code implementations10 Nov 2020 Nguyen Truong, Kai Sun, Siyao Wang, Florian Guitton, Yike Guo

Furthermore, in the era of the Internet of Things and big data in which data is essentially distributed, transferring a vast amount of data to a data centre for processing seems to be a cumbersome solution.

Federated Learning Privacy Preserving

Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction

no code implementations5 Jul 2019 Wenjia Bai, Chen Chen, Giacomo Tarroni, Jinming Duan, Florian Guitton, Steffen E. Petersen, Yike Guo, Paul M. Matthews, Daniel Rueckert

In the recent years, convolutional neural networks have transformed the field of medical image analysis due to their capacity to learn discriminative image features for a variety of classification and regression tasks.

Image Segmentation Position +4

Cannot find the paper you are looking for? You can Submit a new open access paper.