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Véronique Stoven
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2020 – today
- 2024
- [j12]Gwenn Guichaoua, Philippe Pinel, Brice Hoffmann, Chloé-Agathe Azencott, Véronique Stoven:
Drug-Target Interactions Prediction at Scale: The Komet Algorithm with the LCIdb Dataset. J. Chem. Inf. Model. 64(18): 6938-6956 (2024) - 2022
- [j11]Jarne Verhaeghe, Sofie A. M. Dhaese, Thomas De Corte, David Vander Mijnsbrugge, Heleen Aardema, Jan G. Zijlstra, Alain G. Verstraete, Véronique Stoven, Pieter Colin, Femke Ongenae, Jan J. De Waele, Sofie Van Hoecke:
Development and evaluation of uncertainty quantifying machine learning models to predict piperacillin plasma concentrations in critically ill patients. BMC Medical Informatics Decis. Mak. 22(1): 224 (2022) - 2020
- [j10]Benoit Playe, Véronique Stoven:
Evaluation of deep and shallow learning methods in chemogenomics for the prediction of drugs specificity. J. Cheminformatics 12(1): 11 (2020)
2010 – 2019
- 2019
- [j9]Olivier Collier, Véronique Stoven, Jean-Philippe Vert:
LOTUS: A single- and multitask machine learning algorithm for the prediction of cancer driver genes. PLoS Comput. Biol. 15(9) (2019) - 2016
- [c1]Victor Bellon, Véronique Stoven, Chloé-Agathe Azencott:
Multitask Feature Selection with Task Descriptors. PSB 2016: 261-272 - 2012
- [j8]Yasuo Tabei, Edouard Pauwels, Véronique Stoven, Kazuhiro Takemoto, Yoshihiro Yamanishi:
Identification of chemogenomic features from drug-target interaction networks using interpretable classifiers. Bioinform. 28(18): 487-494 (2012) - [j7]Sayaka Mizutani, Edouard Pauwels, Véronique Stoven, Susumu Goto, Yoshihiro Yamanishi:
Relating drug-protein interaction network with drug side effects. Bioinform. 28(18): 522-528 (2012) - 2011
- [j6]Edouard Pauwels, Véronique Stoven, Yoshihiro Yamanishi:
Predicting drug side-effect profiles: a chemical fragment-based approach. BMC Bioinform. 12: 169 (2011) - [j5]Yoshihiro Yamanishi, Edouard Pauwels, Hiroto Saigo, Véronique Stoven:
Extracting Sets of Chemical Substructures and Protein Domains Governing Drug-Target Interactions. J. Chem. Inf. Model. 51(5): 1183-1194 (2011) - 2010
- [j4]Brice Hoffmann, Mikhail Zaslavskiy, Jean-Philippe Vert, Véronique Stoven:
A new protein binding pocket similarity measure based on comparison of clouds of atoms in 3D: application to ligand prediction. BMC Bioinform. 11: 99 (2010)
2000 – 2009
- 2008
- [j3]Laurent Jacob, Brice Hoffmann, Véronique Stoven, Jean-Philippe Vert:
Virtual screening of GPCRs: An in silico chemogenomics approach. BMC Bioinform. 9 (2008) - 2006
- [j2]Pierre Mahé, Liva Ralaivola, Véronique Stoven, Jean-Philippe Vert:
The Pharmacophore Kernel for Virtual Screening with Support Vector Machines. J. Chem. Inf. Model. 46(5): 2003-2014 (2006)
1990 – 1999
- 1997
- [j1]Véronique Stoven, Jean-Philippe Annereau, Marc-André Delsuc, Jean Y. Lallemand:
A New N-Channel Maximum Entropy Method in NMR for Automatic Reconstruction of "Decoupled Spectra" and J-Coupling Determination. J. Chem. Inf. Comput. Sci. 37(2): 265-272 (1997)
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