| 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 | 221 | 2014 |
| 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 | 126 | 2012 |
| Over-optimism in bioinformatics: an illustration M Jelizarow, V Guillemot, A Tenenhaus, K Strimmer, AL Boulesteix Bioinformatics 26 (16), 1990-1998, 2010 | 121 | 2010 |
| 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 | 119 | 2016 |
| 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 | 85 | 2010 |
| 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 | 59 | 2018 |
| Adaptive human immunity drives remyelination in a mouse model of demyelination M El Behi, C Sanson, C Bachelin, L Guillot-Noel, J Fransson, B Stankoff, ... Brain 140 (4), 967-980, 2017 | 59 | 2017 |
| 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 | 48 | 2008 |
| Dichotomous metabolic networks govern human ILC2 proliferation and function L Surace, JM Doisne, CA Croft, A Thaller, P Escoll, S Marie, ... Nature immunology 22 (11), 1367-1374, 2021 | 37 | 2021 |
| 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 | 33 | 2015 |
| Covariate selection for association screening in multiphenotype genetic studies H Aschard, V Guillemot, B Vilhjalmsson, CJ Patel, D Skurnik, CJ Ye, ... Nature genetics 49 (12), 1789-1795, 2017 | 32 | 2017 |
| A constrained singular value decomposition method that integrates sparsity and orthogonality V Guillemot, D Beaton, A Gloaguen, T Löfstedt, B Levine, N Raymond, ... PloS one 14 (3), e0211463, 2019 | 30 | 2019 |
| 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 | 28 | 2019 |
| High prevalence of small intestine bacteria overgrowth and asymptomatic carriage of enteric pathogens in stunted children in Antananarivo, Madagascar JM Collard, L Andrianonimiadana, A Habib, M Rakotondrainipiana, ... PLoS Neglected Tropical Diseases 16 (5), e0009849, 2022 | 25 | 2022 |
| 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, 2647-2658, 2015 | 22 | 2015 |
| Immune response profiling of patients with spondyloarthritis reveals signalling networks mediating TNF-blocker function in vivo S Menegatti, V Guillemot, E Latis, H Yahia-Cherbal, D Mittermüller, ... Annals of the Rheumatic Diseases 80 (4), 475-486, 2021 | 21 | 2021 |
| Receptor kinase profiles identify a rationale for multitarget kinase inhibition in immature T-ALL L Lhermitte, R Ben Abdelali, P Villarese, N Bedjaoui, V Guillemot, ... Leukemia 27 (2), 305-314, 2013 | 21 | 2013 |
| Multitrait GWAS to connect disease variants and biological mechanisms H Julienne, V Laville, ZR McCaw, Z He, V Guillemot, C Lasry, A Ziyatdinov, ... PLoS genetics 17 (8), e1009713, 2021 | 19 | 2021 |
| Canonical Correlation Analysis. H Abdi, V Guillemot, A Eslami, D Beaton Encyclopedia of Social Network Analysis and Mining. 2nd Ed., 2018 | 19 | 2018 |
| Exploration deficits under ecological conditions as a marker of apathy in frontotemporal dementia B Batrancourt, K Lecouturier, J Ferrand-Verdejo, V Guillemot, C Azuar, ... Frontiers in neurology 10, 941, 2019 | 16 | 2019 |
Hervé AbdiProfessor, The University of Texas at Dallas. School of Behavioral and Brain SciencesVerified email at utdallas.edu
