Vincent Guillemot

According to our database, Vincent Guillemot authored at least 10 papers between 2008 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Integrating multiomics and prior knowledge: a study of the Graphnet penalty impact.

Hamza Chegraoui, Vincent Guillemot, Amine Rebei, Arnaud Gloaguen, Jacques Grill, Cathy Philippe, Vincent Frouin

Bioinform., August, 2023

2022

The genetic architecture of language functional connectivity.

Yasmina Mekki, Vincent Guillemot, Hervé Lemaître, Amaia Carrión-Castillo, Stephanie J. Forkel, Vincent Frouin, Cathy Philippe

NeuroImage, 2022

2019

Network Regularization in Imaging Genetics Improves Prediction Performances and Model Interpretability on Alzheimer's Disease.

Nicolas Guigui, Cathy Philippe, Arnaud Gloaguen, Slim Karkar, Vincent Guillemot, Tommy Löfstedt, Vincent Frouin

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018

Canonical Correlation Analysis.

Hervé Abdi, Vincent Guillemot, Aida Eslami, Derek Beaton

Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Continuation of Nesterov's Smoothing for Regression With Structured Sparsity in High-Dimensional Neuroimaging.

Fouad Hadj-Selem, Tommy Löfstedt, Elvis Dohmatob, Vincent Frouin, Mathieu Dubois, Vincent Guillemot, Edouard Duchesnay

IEEE Trans. Medical Imaging, 2018

A strategy for multimodal data integration: application to biomarkers identification in spinocerebellar ataxia.

Imene Garali, Isaac M. Adanyeguh, Farid Ichou, Vincent Perlbarg, Alexandre Seyer, Benoit Colsch, Ivan Moszer, Vincent Guillemot, Alexandra Durr, Fanny Mochel, Arthur Tenenhaus

Briefings Bioinform., 2018

2012

Significant correlation between a set of genetic polymorphisms and a functional brain network revealed by feature selection and sparse Partial Least Squares.

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

NeuroImage, 2012

2010

Gene Association Networks from Microarray Data Using a Regularized Estimation of Partial Correlation Based on PLS Regression.

Arthur Tenenhaus, Vincent Guillemot, Xavier Gidrol, Vincent Frouin

IEEE ACM Trans. Comput. Biol. Bioinform., 2010

Over-optimism in bioinformatics: an illustration.

Monika Jelizarow, Vincent Guillemot, Arthur Tenenhaus, Korbinian Strimmer, Anne-Laure Boulesteix

Bioinform., 2010

2008

Grouping Levels of Exposure with Same Observable Effects before Class Prediction in Toxicogenomics.

Vincent Guillemot, Cathy Philippe, Arthur Tenenhaus, Jérôme Rollin, Xavier Gidrol, Vincent Frouin

Proceedings of the International Conference on Biocomputation, 2008