Véronique Stoven

Publication Activity (10 Years)

Years Active: 1997-2022
Publications (10 Years): 4

Top Topics

Statistical Analysis And Data Mining

Machine Learning Models

Top Venues

BMC Medical Informatics Decis. Mak.

J. Cheminformatics

PLoS Comput. Biol.

Publications

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) (2022)
Benoit Playe, Véronique Stoven
Evaluation of deep and shallow learning methods in chemogenomics for the prediction of drugs specificity. J. Cheminformatics 12 (1) (2020)
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)
Victor Bellon, Véronique Stoven, Chloé-Agathe Azencott
Multitask Feature Selection with Task Descriptors. PSB (2016)
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) (2012)
Sayaka Mizutani, Edouard Pauwels, Véronique Stoven, Susumu Goto, Yoshihiro Yamanishi
Relating drug-protein interaction network with drug side effects. Bioinform. 28 (18) (2012)
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) (2011)
Edouard Pauwels, Véronique Stoven, Yoshihiro Yamanishi
Predicting drug side-effect profiles: a chemical fragment-based approach. BMC Bioinform. 12 (2011)
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 (2010)
Laurent Jacob, Brice Hoffmann, Véronique Stoven, Jean-Philippe Vert
chemogenomics approach. BMC Bioinform. 9 (2008)
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) (2006)
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) (1997)