Florian Guitton

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 11

Top Topics

Privacy Preservation

Gene Expression

Top Venues

BPOE@ASPLOS/VLDB

Publications

Florian Guitton, Axel Oehmichen, Étienne Bossé, Yike Guo
Honest Computing: Achieving demonstrable data lineage and provenance for driving data and process-sensitive policies. CoRR (2024)
Axel Oehmichen, Florian Guitton, Cedric Wahl, Bertrand Foing, Damian Tziamtzis, Yike Guo
MOAI: A methodology for evaluating the impact of indoor airflow in the transmission of COVID-19. CoRR (2021)
Nguyen Binh Truong, Gyu Myoung Lee, Kai Sun, Florian Guitton, Yike Guo
A Blockchain-based Trust System for Decentralised Applications: When trustless needs trust. CoRR (2021)
Nguyen Binh Truong, Kai Sun, Siyao Wang, Florian Guitton, Yike Guo
Privacy preservation in federated learning: An insightful survey from the GDPR perspective. Comput. Secur. 110 (2021)
Nguyen Binh Truong, Gyu Myoung Lee, Kai Sun, Florian Guitton, Yike Guo
A blockchain-based trust system for decentralised applications: When trustless needs trust. Future Gener. Comput. Syst. 124 (2021)
Nguyen Binh Truong, Kai Sun, Siyao Wang, Florian Guitton, Yike Guo
Privacy Preservation in Federated Learning: Insights from the GDPR Perspective. CoRR (2020)
Wenjia Bai, Chen Chen, Giacomo Tarroni, Jinming Duan, Florian Guitton, Steffen E. Petersen, Yike Guo, Paul M. Matthews, Daniel Rueckert
Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction. MICCAI (2) (2019)
Rossella Arcucci, Laetitia Mottet, César A. Quilodrán Casas, Florian Guitton, Christopher C. Pain, Yi-Ke Guo
Adaptive Domain Decomposition for Effective Data Assimilation. Euro-Par Workshops (2019)
Wenjia Bai, Chen Chen, Giacomo Tarroni, Jinming Duan, Florian Guitton, Steffen E. Petersen, Yike Guo, Paul M. Matthews, Daniel Rueckert
Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction. CoRR (2019)
Axel Oehmichen, Florian Guitton, Paul Agapow, Ibrahim Emam, Yike Guo
A Multi Tenant Computational Platform for Translational Medicine. ICDCS (2018)
Axel Oehmichen, Florian Guitton, Kai Sun, Jean Grizet, Thomas Heinis, Yike Guo
eTRIKS analytical environment: A modular high performance framework for medical data analysis. IEEE BigData (2017)
Shicai Wang, Ioannis Pandis, David Johnson, Ibrahim Emam, Florian Guitton, Axel Oehmichen, Yike Guo
Optimising parallel R correlation matrix calculations on gene expression data using MapReduce. BMC Bioinform. 15 (2014)
Shicai Wang, Ioannis Pandis, Ibrahim Emam, David Johnson, Florian Guitton, Axel Oehmichen, Yike Guo
DSIMBench: A Benchmark for Microarray Data Using R. BPOE@ASPLOS/VLDB (2014)