Vincent Guillemot

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Tommy LöfstedtAssociate Professor at Umeå University doing Machine Learning and Computer Vision in Medical ImagingAdresse e-mail validée de umu.se
Hervé AbdiProfessor, The University of Texas at Dallas. School of Behavioral and Brain SciencesAdresse e-mail validée de utdallas.edu
jean-christophe corvolSorbonne université, Assistance Publique Hôpitaux de Paris, Inserm, Paris Brain InstituteAdresse e-mail validée de aphp.fr
Anne-Laure BoulesteixLudwig-Maximilians-Universität MünchenAdresse e-mail validée de ibe.med.uni-muenchen.de
JB PolineMNI, McGill University and UC BerkeleyAdresse e-mail validée de mcgill.ca
mohamed el behiAdresse e-mail validée de inserm.fr
Laura TrincheraNEOMA Business SchoolAdresse e-mail validée de neoma-bs.fr
Andrew SingletonNational Institute on AgingAdresse e-mail validée de mail.nih.gov
Kim-Anh Lê CaoUniversity of MelbourneAdresse e-mail validée de unimelb.edu.au
Derek BeatonDirector of Advanced Analytics, Data Science & Advanced Analytics (DSAA), St. Michael’s HospitalAdresse e-mail validée de unityhealth.to
Christophe LalanneStatisticienAdresse e-mail validée de inserm.fr
Stanislas DehaeneProfessor of Experimental Cognitive Psychology, Collège de FranceAdresse e-mail validée de cea.fr
Bertrand ThirionInriaAdresse e-mail validée de inria.fr
Korbinian StrimmerDepartment of Mathematics, The University of ManchesterAdresse e-mail validée de manchester.ac.uk
Hervé MénagerInstitut PasteurAdresse e-mail validée de pasteur.fr
Hanna JulienneDepartment of Computational Biology - USR 3756 CNRS, Institut Pasteur, Paris, France.Adresse e-mail validée de pasteur.fr
Aida EslamiUniversity of British Columbia, Faculty of MedicineAdresse e-mail validée de hli.ubc.ca
Elvis DohmatobResearcher, Facebook AI Research (FAIR)Adresse e-mail validée de criteo.com
Lydia Yahia CherifCentre de Recherche en NeuroImagerie Institut du Cerveau ParisAdresse e-mail validée de sorbonne-universite.fr
Vahid AsnafiProfesseurAdresse e-mail validée de nck.aphp.fr

Suivre

Vincent Guillemot

Institut Pasteur, Paris, France

Adresse e-mail validée de pasteur.fr - Page d'accueil

Biostatistiques analyse multi-blocks intégration de données sous forme de réseaux


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
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	160	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	104	2012
Over-optimism in bioinformatics: an illustration M Jelizarow, V Guillemot, A Tenenhaus, K Strimmer, AL Boulesteix Bioinformatics 26 (16), 1990-1998, 2010	103	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	88	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	69	2010
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	44	2008
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	40	2017
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	33	2018
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	23	2015
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), 1789-1795, 2017	20	2017
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	18	2015
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	18	2013
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	16	2019
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	16	2019
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	12	2016
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	11	2021
Canonical Correlation Analysis. H Abdi, V Guillemot, A Eslami, D Beaton Encyclopedia of Social Network Analysis and Mining. 2nd Ed., 2018	11	2018
RGCCA: Regularized and sparse generalized canonical correlation analysis for multiblock data A Tenenhaus, V Guillemot R package version 2 (1), 2, 2017	11	2017
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	11	2008
Dimension reduction and regularization combined with partial least squares in high dimensional imaging genetics studies EL Floch, L Trinchera, V Guillemot, A Tenenhaus, JB Poline, V Frouin, ... New Perspectives in Partial Least Squares and Related Methods, 147-158, 2013	7	2013

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