Scholar
Yvan Saeys
Google Scholar ID: 1GNeT0cAAAAJ
VIB - Ghent University
Machine learning
Computational Biology
Large scale data mining
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Citations & Impact
All-time
Citations
27,976
H-index
69
i10-index
162
Publications
20
Co-authors
15
list available
Contact
Email
yvan.saeys@ugent.be
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Publications
3 items
Patch-based Querying Identifies Structures of Interest in Electron Microscopy
2026
Cited
0
Triggering hallucinations in model-based MRI reconstruction via adversarial perturbations
2026
Cited
0
Feature Subset Weighting for Distance-based Supervised Learning through Choquet Integration
2025
Cited
0
Resume
Background
Research at the intersection of computer science and biomedical research
Strong emphasis on design and application of data mining and machine learning techniques
Fundamental research on robustness and interpretability of these techniques
Focus on biomedical applications and translation of machine learning to the clinic
Applications involve single-cell technologies, including cytometry, single-cell (multi)omics, and single-cell imaging
Clinical applications include allergies and asthma, rheumatology, cancer (lung cancer and leukemia), and primary immune deficiencies (PID)
Co-authors
6 total
Tom Dhaene
Ghent University - imec
Chris Cornelis
Associate professor, Ghent University
Pierre Geurts
Professor of Computer Science, University of Liège, Belgium
Vân Anh Huynh-Thu
University of Liège
Roberto Santana
Intelligent Systems Group ISG, University of the Basque Country UPV/EHU
Martine De Cock
Professor, University of Washington Tacoma