Researcher
Sven Degroeve
- Disciplines:Palliative care and end-of-life care, Laboratory medicine, Other translational sciences, Regenerative medicine, Nursing, Other clinical sciences, Other basic sciences, Other paramedical sciences, Other health sciences, Other medical and health sciences
Affiliations
- Department of Biomolecular Medicine (Department)
Member
From1 Oct 2018 → Today - Department of Biochemistry (Department)
Member
From1 Jul 2009 → 30 Sep 2018 - Department of Mathematical Modelling, Statistics and Bio-informatics (Department)
Member
From1 Jan 2005 → 30 Sep 2005 - Department of Plant Biotechnology and Bioinformatics (Department)
Member
From15 Jan 2001 → 31 Dec 2004
Projects
1 - 3 of 3
- Putting the AI in DIA - building an ML-driven multi-modification engineFrom1 Oct 2023 → TodayFunding: FWO senior postdoctoral fellowship
- A novel era in proteomics-based protein PTM discovery through deep learning approachesFrom1 Oct 2022 → TodayFunding: FWO junior postdoctoral fellowship
- Enriching context-aware protein embedding models with 3-D structural information for improved protein secretability and kinase substrate site predictionFrom1 Nov 2020 → 31 Oct 2023Funding: FWO junior postdoctoral fellowship
Publications
1 - 7 of 7
- Toward an integrated machine learning model of a proteomics experiment(2023)
Authors: Benjamin A. Neely, Viktoria Dorfer, Lennart Martens, Isabell Bludau, Robbin Bouwmeester, Sven Degroeve, Eric W. Deutsch, Siegfried Gessulat, Lukas Kaell, Pawel Palczynski, et al.
Pages: 681 - 696 - Updated MSĀ²PIP web server supports cutting-edge proteomics applications(2023)
Authors: Arthur Declercq, Robbin Bouwmeester, Cristina Chiva, Eduard Sabido, Aurelie Hirschler, Christine Carapito, Lennart Martens, Sven Degroeve, Ralf Gabriels
Pages: W338 - W342 - Orthogonal proteomics methods to unravel the HOTAIR interactome(2022)
Authors: Louis Delhaye, Edith De Bruycker, Pieter-Jan Volders, Daria Fijalkowska, Delphine De Sutter, Sven Degroeve, Lennart Martens, Pieter Mestdagh, Sven Eyckerman
- psm_utils : a high-level python API for parsing and handling peptide-spectrum matches and proteomics search results(2022)
Authors: Ralf Gabriels, Arthur Declercq, Robbin Bouwmeester, Sven Degroeve, Lennart Martens
Pages: 557 - 560 - Removing the hidden data dependency of DIA with predicted spectral libraries(2020)
Authors: Bart Van Puyvelde, Sander Willems, Ralf Gabriels, Simon Daled, Laura De Clerck, Sofie Vande Casteele, An Staes, Francis Impens, Dieter Deforce, Lennart Martens, et al.
- Comprehensive and empirical evaluation of machine learning algorithms for small molecule LC retention time prediction(2019)
Authors: Robbin Bouwmeester, Lennart Martens, Sven Degroeve
Pages: 6394 - 3703 - A decoy-free approach to the identification of peptides(2015)
Authors: Giulia Gonnelli, Michiel Stock, Jan Verwaeren, Davy Maddelein, Bernard De Baets, Lennart Martens, Sven Degroeve
Pages: 1792 - 1798