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Author

Florian Guitton

Observed names: F. Guitton, Guitton, Florian
Observed institution: Imperial College London
ORCID: 0000-0002-1617-6620
Observed ORCID: 0000-0002-1617-6620
OpenAlex ID: A5079707047
Privacy preservation in federated learning: An insightful survey from the GDPR perspective
2021 · Nguyen Truong, Kai Sun, et al. · Computers & Security · 473
A population-based phenome-wide association study of cardiac and aortic structure and function
2020 · Wenjia Bai, Hideaki Suzuki, et al. · Nature Medicine · 266
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Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction
2019 · Wenjia Bai, Chen Chen, et al. · Lecture notes in computer science · 191
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Associations of Regional Brain Structural Differences With Aging, Modifiable Risk Factors for Dementia, and Cognitive Performance
2019 · Hideaki Suzuki, Ashwin V. Venkataraman, et al. · JAMA Network Open · 73
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A blockchain-based trust system for decentralised applications: When trustless needs trust
2021 · Nguyen Truong, Gyu Myoung Lee, et al. · Future Generation Computer Systems · 61
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High dimensional biological data retrieval optimization with NoSQL technology
2014 · Shicai Wang, Ioannis Pandis, et al. · BMC Genomics · 61
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Optimising parallel R correlation matrix calculations on gene expression data using MapReduce
2014 · Shicai Wang, Ioannis Pandis, et al. · BMC Bioinformatics · 24
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PlatformTM, a standards-based data custodianship platform for translational medicine research
2019 · Ibrahim Emam, Vahid Elyasigomari, et al. · Scientific Data · 9
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Honest Computing: achieving demonstrable data lineage and provenance for driving data and process-sensitive policies
2024 · Florian Guitton, Axel Oehmichen, et al. · Data & Policy · 7
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eTRIKS analytical environment: A modular high performance framework for medical data analysis
2017 · Axel Oehmichen, Florian Guitton, et al. · IEEE International Conference on Big Data (BigData) · 6
DSIMBench: A Benchmark for Microarray Data Using R
2014 · Shicai Wang, Ioannis Pandis, et al. · Lecture notes in computer science · 3
Adaptive Domain Decomposition for Effective Data Assimilation
2020 · Rossella Arcucci, Laetitia Mottet, et al. · Lecture notes in computer science · 2
A Multi Tenant Computational Platform for Translational Medicine
2018 · Axel Oehmichen, Florian Guitton, et al. · IEEE International Conference on Distributed Computing Systems (ICDCS) · 2
eTRIKS IT platfroms for large-scale biomedical research
2015 · I. Pandis, Y. Guo, et al. · European Respiratory Journal · 2
LongAgent: History-Guided Agentic Search for Longitudinal Outcome Prediction
2026 · Wang, Siyao, Guitton, Florian, et al. · arXiv (Cornell University)
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A Practical Framework for Active and Accountable Clinical Data Governance in Multi-Organization Research
2025 · Siyao Wang, Jianfeng Wang, et al. · IEEE International Conference on Big Data (BigData)
MOAI: A methodology for evaluating the impact of indoor airflow in the transmission of COVID-19
2021 · Oehmichen, Axel, Guitton, Florian, et al. · arXiv (Cornell University)
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Works count: 18
Citation count: 1,180
H-index: 8
I10-index: 7
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