Florian Guitton
Impact in
- Health Informatics top 10%
- Artificial Intelligence in Healthcare and Education
- Artificial Intelligence top 10%
- Privacy-Preserving Technologies in Data
- Cryptography and Data Security
Papers in
-
- Gene expression and cancer classification 4
- Bioinformatics and Genomic Networks 3
- Genetics, Bioinformatics, and Biomedical Research 1
-
- Research Data Management Practices 2
- Co-authors
- Yike Guo (9 shared papers)Kai Sun (4 shared papers)Nguyen B. Truong (3 shared papers)Siyao Wang (2 shared papers)Paul M. Matthews (2 shared papers)Hideaki Suzuki (2 shared papers)Abbas Dehghan (2 shared papers)Wenjia Bai (2 shared papers)
- Journals
- Nature Medicine (1 paper)JAMA Network Open (1 paper)Computers & Security (1 paper)BMC Genomics (1 paper)BMC Bioinformatics (1 paper)
- Partner nations
- United KingdomHong KongJapan
In The Last Decade
Florian Guitton
9 papers receiving 464 citations
Florian Guitton's Hit Papers
Peers
Comparison fields: 5 of 108
- Health Informatics 22
- Artificial Intelligence 196
- Information Systems 72
- Cardiology and Cardiovascular Medicine 70
- Radiology, Nuclear Medicine and Imaging 56
Countries citing papers authored by Florian Guitton
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
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-authors
The 25 scholars most cited alongside Florian Guitton, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | Privacy preservation in federated learning: An insightful survey from the GDPR perspective Hit paper breakdown → | 2021 | 210 |
| 2 | 2020 | 114 | |
| 3 | 2014 | 47 | |
| 4 | 2019 | 46 | |
| 5 | 2021 | 30 | |
| 6 | 2014 | 16 | |
| 7 | Privacy Preservation in Federated Learning: Insights from the GDPR Perspective. | 2020 | 7 |
| 8 | 2017 | 6 | |
| 9 | 2019 | 3 | |
| 10 | 2024 | 0 | |
| 11 | 2018 | 0 |
About Florian Guitton
Florian Guitton is a scholar working on Molecular Biology, Information Systems, Information Systems and Management, Sociology and Political Science and Artificial Intelligence, having authored 11 papers that have together received 479 indexed citations. Recurring topics across this work include Scientific Computing and Data Management (4 papers), Gene expression and cancer classification (4 papers), Bioinformatics and Genomic Networks (3 papers), Privacy-Preserving Technologies in Data (2 papers), Privacy, Security, and Data Protection (2 papers), Research Data Management Practices (2 papers), Genetics, Bioinformatics, and Biomedical Research (1 paper) and Alzheimer's disease research and treatments (1 paper). The work is most often cited by research in Health Informatics (22 citations), Artificial Intelligence (196 citations), Information Systems (72 citations), Cardiology and Cardiovascular Medicine (70 citations) and Radiology, Nuclear Medicine and Imaging (56 citations). Florian Guitton has collaborated with scholars based in United Kingdom, Hong Kong and Japan. Frequent co-authors include Yike Guo, Kai Sun, Nguyen B. Truong, Siyao Wang, Paul M. Matthews, Hideaki Suzuki, Abbas Dehghan, Wenjia Bai, Ioannis Pandis and Shicai Wang. Their work appears in journals such as Nature Medicine, JAMA Network Open, Computers & Security, BMC Genomics and BMC Bioinformatics.
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.