Vincent Guillemot

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 5

Top Topics

Convex Optimization Problems

Structured Sparsity

Database Integration

Top Venues

Briefings Bioinform.

Publications

Hamza Chegraoui, Vincent Guillemot, Amine Rebei, Arnaud Gloaguen, Jacques Grill, Cathy Philippe, Vincent Frouin
Integrating multiomics and prior knowledge: a study of the Graphnet penalty impact. Bioinform. 39 (8) (2023)
Yasmina Mekki, Vincent Guillemot, Hervé Lemaître, Amaia Carrión-Castillo, Stephanie J. Forkel, Vincent Frouin, Cathy Philippe
The genetic architecture of language functional connectivity. NeuroImage 249 (2022)
Nicolas Guigui, Cathy Philippe, Arnaud Gloaguen, Slim Karkar, Vincent Guillemot, Tommy Löfstedt, Vincent Frouin
Network Regularization in Imaging Genetics Improves Prediction Performances and Model Interpretability on Alzheimer's Disease. ISBI (2019)
Fouad Hadj-Selem, Tommy Löfstedt, Elvis Dohmatob, Vincent Frouin, Mathieu Dubois, Vincent Guillemot, Edouard Duchesnay
Continuation of Nesterov's Smoothing for Regression With Structured Sparsity in High-Dimensional Neuroimaging. IEEE Trans. Medical Imaging 37 (11) (2018)
Imene Garali, Isaac M. Adanyeguh, Farid Ichou, Vincent Perlbarg, Alexandre Seyer, Benoit Colsch, Ivan Moszer, Vincent Guillemot, Alexandra Durr, Fanny Mochel, Arthur Tenenhaus
A strategy for multimodal data integration: application to biomarkers identification in spinocerebellar ataxia. Briefings Bioinform. 19 (6) (2018)
Edith Le Floch, Vincent Guillemot, Vincent Frouin, Philippe Pinel, Christophe Lalanne, Laura Trinchera, Arthur Tenenhaus, Antonio Moreno, Monica Zilbovicius, Thomas Bourgeron, Stanislas Dehaene, Bertrand Thirion, Jean-Baptiste Poline, Edouard Duchesnay
Significant correlation between a set of genetic polymorphisms and a functional brain network revealed by feature selection and sparse Partial Least Squares. NeuroImage 63 (1) (2012)
Monika Jelizarow, Vincent Guillemot, Arthur Tenenhaus, Korbinian Strimmer, Anne-Laure Boulesteix
Over-optimism in bioinformatics: an illustration. Bioinform. 26 (16) (2010)
Arthur Tenenhaus, Vincent Guillemot, Xavier Gidrol, Vincent Frouin
Gene Association Networks from Microarray Data Using a Regularized Estimation of Partial Correlation Based on PLS Regression. IEEE ACM Trans. Comput. Biol. Bioinform. 7 (2) (2010)
Vincent Guillemot, Cathy Philippe, Arthur Tenenhaus, Jérôme Rollin, Xavier Gidrol, Vincent Frouin
Grouping Levels of Exposure with Same Observable Effects before Class Prediction in Toxicogenomics. BIOTECHNO (2008)