Florian Guitton

1.0k total citations · 1 hit paper
11 papers, 479 citations indexed

About

Florian Guitton is a scholar working on Molecular Biology, Information Systems and Information Systems and Management. According to data from OpenAlex, Florian Guitton has authored 11 papers receiving a total of 479 indexed citations (citations by other indexed papers that have themselves been cited), including 5 papers in Molecular Biology, 4 papers in Information Systems and 4 papers in Information Systems and Management. Recurrent topics in Florian Guitton's work include Gene expression and cancer classification (4 papers), Scientific Computing and Data Management (4 papers) and Bioinformatics and Genomic Networks (3 papers). Florian Guitton is often cited by papers focused on Gene expression and cancer classification (4 papers), Scientific Computing and Data Management (4 papers) and Bioinformatics and Genomic Networks (3 papers). Florian Guitton collaborates with scholars based in United Kingdom, Hong Kong and Japan. Florian Guitton's co-authors include Yike Guo, Kai Sun, Nguyen B. Truong, Siyao Wang, Abbas Dehghan, Paul M. Matthews, Hideaki Suzuki, Wenjia Bai, Ibrahim Emam and Shicai Wang and has published in prestigious journals such as Nature Medicine, SHILAP Revista de lepidopterología and BMC Bioinformatics.

In The Last Decade

Florian Guitton

9 papers receiving 464 citations

Hit Papers

Privacy preservation in federated learning: An insightful... 2021 2026 2022 2024 2021 50 100 150 200
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. Privacy preservation in federated learning: An insightful survey from the GDPR perspective
    2021 210 citations Nguyen B. Truong, Kai Sun et al. Computers & Security profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Florian Guitton United Kingdom 7 196 72 70 67 56 11 479
Bei Yang China 13 155 0.8× 39 0.5× 37 0.5× 136 2.0× 62 1.1× 35 494
Gamage Upeksha Ganegoda Sri Lanka 10 104 0.5× 36 0.5× 46 0.7× 161 2.4× 35 0.6× 43 493
Abdelmgeid A. Ali Egypt 11 266 1.4× 45 0.6× 38 0.5× 41 0.6× 85 1.5× 27 450
Marc Janssen Netherlands 6 107 0.5× 51 0.7× 64 0.9× 61 0.9× 40 0.7× 17 404
Zhiqun Chen China 7 136 0.7× 42 0.6× 12 0.2× 24 0.4× 32 0.6× 30 303
Kaniz Fatema Bangladesh 9 181 0.9× 36 0.5× 13 0.2× 17 0.3× 78 1.4× 31 487
Jingshan Huang United States 14 164 0.8× 47 0.7× 27 0.4× 291 4.3× 60 1.1× 69 742
Jiangang Ma Australia 11 168 0.9× 76 1.1× 92 1.3× 31 0.5× 65 1.2× 29 468

Countries citing papers authored by Florian Guitton

Since Specialization
Citations

This map shows the geographic impact of Florian Guitton's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Florian Guitton with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Florian Guitton more than expected).

Fields of papers citing papers by Florian Guitton

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Florian Guitton. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Florian Guitton. The network helps show where Florian Guitton may publish in the future.

Co-authorship network of co-authors of Florian Guitton

This figure shows the co-authorship network connecting the top 25 collaborators of Florian Guitton. A scholar is included among the top collaborators of Florian Guitton based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Florian Guitton. Florian Guitton is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

11 of 11 papers shown
1.
2.
Truong, Nguyen B., Gyu Myoung Lee, Kai Sun, Florian Guitton, & Yike Guo. (2021). A blockchain-based trust system for decentralised applications: When trustless needs trust. Future Generation Computer Systems. 124. 68–79. 30 indexed citations
3.
Truong, Nguyen B., Kai Sun, Siyao Wang, Florian Guitton, & Yike Guo. (2021). Privacy preservation in federated learning: An insightful survey from the GDPR perspective. Computers & Security. 110. 102402–102402. 210 indexed citations breakdown →
4.
Truong, Nguyen B., Kai Sun, Siyao Wang, Florian Guitton, & Yike Guo. (2020). Privacy Preservation in Federated Learning: Insights from the GDPR Perspective.. arXiv (Cornell University). 7 indexed citations
5.
Bai, Wenjia, Hideaki Suzuki, Jian Huang, et al.. (2020). A population-based phenome-wide association study of cardiac and aortic structure and function. Nature Medicine. 26(10). 1654–1662. 114 indexed citations
6.
Emam, Ibrahim, Stelios Pavlidis, Philippe Rocca‐Serra, et al.. (2019). PlatformTM, a standards-based data custodianship platform for translational medicine research. Scientific Data. 6(1). 149–149. 3 indexed citations
7.
Suzuki, Hideaki, Ashwin Venkataraman, Wenjia Bai, et al.. (2019). Associations of Regional Brain Structural Differences With Aging, Modifiable Risk Factors for Dementia, and Cognitive Performance. JAMA Network Open. 2(12). e1917257–e1917257. 46 indexed citations
8.
Guitton, Florian, et al.. (2018). A Multi Tenant Computational Platform for Translational Medicine. Rare & Special e-Zone (The Hong Kong University of Science and Technology). 1553–1556.
9.
Guitton, Florian, et al.. (2017). eTRIKS analytical environment: A modular high performance framework for medical data analysis. Rare & Special e-Zone (The Hong Kong University of Science and Technology). 1. 353–360. 6 indexed citations
10.
Wang, Shicai, Ioannis Pandis, David Johnson, et al.. (2014). Optimising parallel R correlation matrix calculations on gene expression data using MapReduce. BMC Bioinformatics. 15(1). 351–351. 16 indexed citations
11.
Wang, Shicai, Ioannis Pandis, Chao Wu, et al.. (2014). High dimensional biological data retrieval optimization with NoSQL technology. BMC Genomics. 15(S8). S3–S3. 47 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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