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ORCIDVincent Guillemot
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2020 – today
- 2023
[j7]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)- 2022
- [j6]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: 118795 (2022)
2010 – 2019
- 2019
- [c2]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: 1403-1406 - 2018
- [j5]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): 1356-1369 (2018) - [j4]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): 2403-2413 (2018) - [r1]Hervé Abdi, Vincent Guillemot, Aida Eslami, Derek Beaton:
Canonical Correlation Analysis. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. 2018 - 2012
- [j3]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): 11-24 (2012) - 2010
- [j2]Monika Jelizarow, Vincent Guillemot, Arthur Tenenhaus, Korbinian Strimmer, Anne-Laure Boulesteix:
Over-optimism in bioinformatics: an illustration. Bioinform. 26(16): 1990-1998 (2010) - [j1]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): 251-262 (2010)
2000 – 2009
- 2008
- [c1]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: 164-169
Coauthor Index
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