Vincent Guillemot
Title
Cited by
Cited by
Year
Variable selection for generalized canonical correlation analysis
A Tenenhaus, C Philippe, V Guillemot, KA Le Cao, J Grill, V Frouin
Biostatistics 15 (3), 569-583, 2014
972014
Over-optimism in bioinformatics: an illustration
M Jelizarow, V Guillemot, A Tenenhaus, K Strimmer, AL Boulesteix
Bioinformatics 26 (16), 1990-1998, 2010
862010
Significant correlation between a set of genetic polymorphisms and a functional brain network revealed by feature selection and sparse Partial Least Squares
É Le Floch, V Guillemot, V Frouin, P Pinel, C Lalanne, L Trinchera, ...
Neuroimage 63 (1), 11-24, 2012
792012
Distance between homologous chromosomes results from chromosome positioning constraints
C Heride, M Ricoul, K Kiêu, J von Hase, V Guillemot, C Cremer, ...
Journal of cell science 123 (23), 4063-4075, 2010
572010
Clinical-genetic model predicts incident impulse control disorders in Parkinson's disease
J Kraemmer, K Smith, D Weintraub, V Guillemot, MA Nalls, ...
Journal of Neurology, Neurosurgery & Psychiatry 87 (10), 1106-1111, 2016
532016
Gene association networks from microarray data using a regularized estimation of partial correlation based on PLS regression
A Tenenhaus, V Guillemot, X Gidrol, V Frouin
IEEE/ACM Transactions on Computational Biology and Bioinformatics 7 (2), 251-262, 2008
352008
Adaptive human immunity drives remyelination in a mouse model of demyelination
M El Behi, C Sanson, C Bachelin, L Guillot-Noël, J Fransson, B Stankoff, ...
Brain 140 (4), 967-980, 2017
202017
Single‐voxel 1H spectroscopy in the human hippocampus at 3 T using the LASER sequence: characterization of neurochemical profile and reproducibility
N Allaïli, R Valabrègue, EJ Auerbach, V Guillemot, L Yahia‐Cherif, ...
NMR in Biomedicine 28 (10), 1209-1217, 2015
172015
Receptor kinase profiles identify a rationale for multitarget kinase inhibition in immature T-ALL
L Lhermitte, RB Abdelali, P Villarese, N Bedjaoui, V Guillemot, ...
Leukemia 27 (2), 305-314, 2013
152013
Covariate selection for association screening in multiphenotype genetic studies
H Aschard, V Guillemot, B Vilhjalmsson, CJ Patel, D Skurnik, JY Chun, ...
Nature genetics 49 (12), 1789, 2017
122017
Adjusting for principal components of molecular phenotypes induces replicating false positives
A Dahl, V Guillemot, J Mefford, H Aschard, N Zaitlen
Genetics 211 (4), 1179-1189, 2019
102019
Canonical Correlation Analysis.
H Abdi, V Guillemot, A Eslami, D Beaton
Encyclopedia of Social Network Analysis and Mining. 2nd Ed., 2018
102018
A strategy for multimodal data integration: application to biomarkers identification in spinocerebellar ataxia
I Garali, IM Adanyeguh, F Ichou, V Perlbarg, A Seyer, B Colsch, I Moszer, ...
Briefings in bioinformatics 19 (6), 1356-1369, 2018
92018
Hypomorphic variants of cationic amino acid transporter 3 in males with autism spectrum disorders
C Nava, J Rupp, JP Boissel, C Mignot, A Rastetter, C Amiet, A Jacquette, ...
Amino acids 47 (12), 2647-2658, 2015
92015
Graph-Constrained Discriminant Analysis of functional genomics data
V Guillemot, L Le Brusquet, A Tenenhaus, V Frouin
2008 IEEE International Conference on Bioinformatics and Biomeidcine …, 2008
92008
Transcriptome analysis of peripheral blood in chronic inflammatory demyelinating polyradiculoneuropathy patients identifies TNFR1 and TLR pathways in the IVIg response
A Richard, JC Corvol, R Debs, P Reach, K Tahiri, W Carpentier, ...
Medicine 95 (19), 2016
72016
Dimension reduction and regularization combined with partial least squares in high dimensional imaging genetics studies
E Le Floch, L Trinchera, V Guillemot, A Tenenhaus, JB Poline, V Frouin, ...
New Perspectives in Partial Least Squares and Related Methods, 147-158, 2013
62013
Graph constrained discriminant analysis: A new method for the integration of a graph into a classification process
V Guillemot, A Tenenhaus, L Le Brusquet, V Frouin
PloS one 6 (10), 2011
62011
Modeling a linkage between blood transcriptional expression and activity in brain regions to infer the phenotype of schizophrenia patients
V Guillemot, M Comte, A Tenenhaus, XY Zendjidjian, A Cancel, ...
npj Schizophrenia 3 (1), 1-10, 2017
52017
RGCCA: Regularized and sparse generalized canonical correlation analysis for multiblock data
A Tenenhaus, V Guillemot
R package version 2 (2), 2017
52017
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Articles 1–20