no code implementations • 31 Mar 2021 • Axel Oehmichen, Florian Guitton, Cedric Wahl, Bertrand Foing, Damian Tziamtzis, Yike Guo
Epidemiology models play a key role in understanding and responding to the COVID-19 pandemic.
no code implementations • 26 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
no code implementations • 10 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.
no code implementations • 5 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.