Researcher
Yvan Saeys
- Keywords (Ghent University):machine learning
- Disciplines (Flanders Institute for Biotechnology):Analysis of next-generation sequence data, Adaptive immunology, Bacteriology
- Disciplines (Ghent University):Machine learning and decision making, Health informatics, Single-cell data analysis, Data mining, Computational biomodelling and machine learning, Bio-informatics, Computer science
- See also: Yvan Saeys (Flanders Institute for Biotechnology)
Affiliations
- Department of Applied Mathematics, Computer Science and Statistics (Department)
Member
From1 Feb 2017 → Today - Saeys Lab (Research group)
Responsible
From1 Jan 2017 → Today - Department of Internal medicine (Department)
Member
From1 Oct 2013 → 31 Jan 2017 - Department of Plant Biotechnology and Bioinformatics (Department)
Member
From15 Jan 2001 → 30 Sep 2013
Projects
1 - 10 of 38
- Single-cell SPACE, the next frontierFrom1 Jan 2024 → TodayFunding: BOF - projects
- Computational cytometry techniques for clinical applicationsFrom1 Oct 2022 → TodayFunding: FWO senior postdoctoral fellowship
- SpatialConnect: linking tissue biology to the new era of single-cell spatial transcriptomicsFrom1 May 2022 → TodayFunding: FWO Medium Size Research Infrastructure
- Cell-cell cOmmuNicaTion As a driver of Cancer cell state identiTy - Decoding the impact of cell-cell communications on the identity of tumor states in skin cancersFrom1 Jan 2022 → TodayFunding: FWO EOS
- Interpretable models for integrative single-cell spatial transcriptomicsFrom1 Nov 2021 → TodayFunding: FWO fellowships
- Aligning patient specific cell development trajectories.From1 Nov 2021 → TodayFunding: FWO Strategic Basic Research Grant
- Understanding the role of nuclear receptor HNF4a in sepsis and unravel the mechanisms of its loss-of-function in relation to PPARa failure.From1 Nov 2021 → TodayFunding: FWO fellowships
- Clinical applications of computational cytometryFrom1 Oct 2021 → TodayFunding: BOF - postdoctoral mandates
- Modelling intercellular communication in time and spaceFrom1 Oct 2021 → TodayFunding: BOF - doctoral mandates
- Understanding the immunological basis of persistent airway obstruction in asthmaFrom1 Jan 2021 → TodayFunding: BOF - Methusalem
Publications
181 - 190 of 226
- Noise analysis and removal in 3D electron microscopy(2014)Volume: 8887
Authors: Joris Roels, Jan Aelterman, Jonas De Vylder, Hiep Luong, Yvan Saeys, Saskia Lippens, Wilfried Philips, George Bebis, Richard Boyle, Bahram Parvin, et al.
Pages: 31 - 40 - Image optimization for 3D electron microscopy images(2014)
Authors: Joris Roels, Jan Aelterman, Hiep Luong, Jonas De Vylder, Wilfried Philips, Saskia Lippens, Yvan Saeys
Number of pages: 1 - The image processing revolution: the next step in electron microscopy(2014)
Authors: Jan Aelterman, Jonas De Vylder, Hiep Luong, Saskia Lippens, Yvan Saeys, Bart Goossens, Wilfried Philips
Number of pages: 1 - Systematic structural characterization of metabolites in Arabidopsis via candidate substrate-product pair networks(2014)
Authors: Kris Morreel, Yvan Saeys, Oana Dima, Fachuang Lu, Yves Van de Peer, Ruben Vanholme, John Ralph, Bartel Vanholme, Wout Boerjan
Pages: 929 - 945 - NIMEFI: gene regulatory network inference using multiple ensemble feature importance algorithms(2014)
Authors: Joeri Ruyssinck, Anh Huynh-Thu Van, Pierre Geurts, Tom Dhaene, Piet Demeester, Yvan Saeys
- Differential module analysis in neuroblastoma regulatory networks(2014)
Authors: Anneleen Beckers, Yvan Saeys
Number of pages: 1 - The function of FcU+03B3 receptors in dendritic cells and macrophages(2014)
Authors: Martin Guilliams, Pierre Bruhns, Yvan Saeys
Pages: 94 - 108 - Identifying novel neuroblastoma oncogenes using semi-supervised learning(2014)
Authors: Leen De Baets, Joeri Ruyssinck, Tom Dhaene, Yvan Saeys
Number of pages: 1 - Instance selection for imbalanced data(2014)
Authors: Sarah Vluymans, Nele Verbiest, Chris Cornelis, Yvan Saeys
Pages: 9 - 9 - A re-ranking algorithm for gene regulatory network predictions using graphlets and graph-invariant properties(2013)
Authors: Joeri Ruyssinck, Tom Dhaene, Yvan Saeys
Number of pages: 1