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authFullName_s : Vincent Guillemot
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Modeling a linkage between blood transcriptional expression and activity in brain regions to infer the phenotype of schizophrenia patients

El Chérif Ibrahim , Vincent Guillemot , Magali Comte , Arthur Tenenhaus , Xavier Yves Zendjidjian et al.
npj Schizophrenia, 2017, 3, pp.27. ⟨10.1038/s41537-017-0027-3⟩
Journal articles hal-01583472v1

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

Imene Garali , Isaac Mawusi Adanyeguh , Farid Ichou , Vincent Perlbarg , Alexandre Seyer et al.
Briefings in Bioinformatics, 2017, ⟨10.1093/bib/bbx060⟩
Journal articles hal-01630727v1
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Sparse Multiple Correspondence Analysis

Vincent Guillemot , Julie Le Borgne , Arnaud Gloaguen , Arthur Tenenhaus , Gilbert Saporta et al.
52èmes Journées de Statistique, Société Française de Statistique (SFdS), May 2020, Nice, France. pp.830-835
Conference papers pasteur-03037346v1

Shrinkage Covariance Estimation Incorporating Prior Biological Knowledge with Applications to High-Dimensional Data

Vincent Guillemot , Monika Jelizarow , Arthur Tenenhaus , Anne-Laure Boulesteix
58th World Statistics Congress of the International Statistical Institute (ISI'11), Aug 2011, Dublin, Ireland. 16 p
Conference papers hal-00647792v1
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JASS: command line and web interface for the joint analysis of GWAS results

Hanna Julienne , Pierre Lechat , Vincent Guillemot , Carla Lasry , Chunzi Yao et al.
NAR Genomics and Bioinformatics, 2020, 2 (1), pp.lqaa003. ⟨10.1093/nargab/lqaa003⟩
Journal articles pasteur-02635247v1
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Transcriptome Analysis of Peripheral Blood in Chronic Inflammatory Demyelinating Polyradiculoneuropathy Patients Identifies TNFR1 and TLR Pathways in the IVIg Response

Alexandra Richard , Jean-Christophe Corvol , Rabab Debs , Pauline Reach , Khadija Tahiri et al.
Medicine, 2016, 95 (19), pp.e3370. ⟨10.1097/MD.0000000000003370⟩
Journal articles hal-01319866v1

Structured variable selection for generalized canonical correlation analysis

Tommy Lofstedt , Fouad Hadj-Selem , Vincent Guillemot , Cathy Philippe , Edouard Duchesnay et al.
Preprints, Working Papers, ... hal-01238991v1
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Heritability of the language network using resting state fMRI data

Yasmina Mekki , Cathy Philippe , Vincent Guillemot , Hervé Lemaître , Vincent Frouin et al.
COGNOMICS Conference 2019: Bridging Gaps, Sep 2019, Nijmegen, Netherlands
Conference poster cea-02289470v1

Multitrait genetic-phenotype associations to connect disease variants and biological mechanisms

Hanna Julienne , Vincent Laville , Zachary Mccaw , Zihuai He , Vincent Guillemot et al.
Preprints, Working Papers, ... pasteur-03279159v1
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Clinical-genetic model predicts incident impulse control disorders in Parkinson's disease

Julia Kraemmer , Kara Smith , Daniel Weintraub , Vincent Guillemot , Mike A. Nalls et al.
Journal of Neurology, Neurosurgery and Psychiatry, 2016, ⟨10.1136/jnnp-2015-312848⟩
Journal articles hal-01306745v1
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Multiblock analysis of omics and imaging data with variable selection

Cathy Philippe , Arthur Tenenhaus , Vincent Guillemot , Jacques Grill , Vincent Frouin et al.
Journées RITS 2015, Mar 2015, Dourdan, France. pp.P28-29 Section imagerie génétique
Conference papers inserm-01145569v1
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The genetic architecture of language functional connectivity

Yasmina Mekki , Vincent Guillemot , Hervé Lemaître , Amaia Carrión-Castillo , Stephanie Forkel et al.
NeuroImage, 2022, 249, pp.118795. ⟨10.1016/j.neuroimage.2021.118795⟩
Journal articles hal-03566120v1
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A constrained singular value decomposition method that integrates sparsity and orthogonality

Vincent Guillemot , Derek Beaton , Arnaud Gloaguen , Tommy Lofstedt , Brian Levine et al.
PLoS ONE, 2019, 14 (3), pp.e0211463. ⟨10.1371/journal.pone.0211463⟩
Journal articles hal-02078111v1
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Immune response profiling of patients with spondyloarthritis reveals signalling networks mediating TNF-blocker function in vivo

Silvia Menegatti , Vincent Guillemot , Eleonora Latis , Hanane Yahia-Cherbal , Daniela Mittermüller et al.
Annals of the Rheumatic Diseases, 2020, annrheumdis-2020-218304, ⟨10.1136/annrheumdis-2020-218304⟩
Journal articles pasteur-03046847v1

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

Vincent Guillemot , Vincent Frouin , Philippe Pinel , Christophe Lalanne , Laura Trinchera et al.
NeuroImage, 2012, 63 (1), pp.11-24. ⟨10.1016/j.neuroimage.2012.06.061⟩
Journal articles istex hal-00750902v1

Hypomorphic variants of cationic amino acid transporter 3 in males with autism spectrum disorders

Caroline Nava , Johanna Rupp , Jean-Paul Boissel , Cyril Mignot , Agnès Rastetter et al.
Amino Acids, 2015, 47 (12), pp.2647-2658. ⟨10.1007/s00726-015-2057-3⟩
Journal articles hal-01191525v1
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An efficient algorithm to satisfy l1 and l2 constraints

Arnaud Gloaguen , Vincent Guillemot , Arthur Tenenhaus
49èmes Journées de Statistique, May 2017, Avignon, France
Conference papers hal-01630744v1

Structured Variable Selection for Regularized Generalized Canonical Correlation Analysis, The Multiple Facets of Partial Least Squares and Related Methods

Tommy Lofstedt , Fouad Hadj-Selem , Vincent Guillemot , Cathy Philippe , Edouard Duchesnay et al.
Springer Proceedings in Mathematics & Statistics, pp.129-139, 2016, The Multiple Facets of Partial Least Squares and Related Methods, ⟨10.1007/978-3-319-40643-5_10⟩
Book sections hal-01396614v1

Variable Selection for Generalized Canonical Correlation Analysis

Arthur Tenenhaus , Cathy Philippe , Vincent Guillemot , Kim-Anh Lê Cao , Jacques Grill et al.
Biostatistics, 2014, 15 (3), pp.569-583. ⟨10.1093/biostatistics/kxu001⟩
Journal articles hal-01071432v1
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Introducing group-sparsity and orthogonality constraints in RGCCA

Vincent Guillemot , Arnaud Gloaguen , Arthur Tenenhaus , Cathy Philippe , Hervé Abdi et al.
JdS2021 : 52èmes Journées de Statistique, Jun 2021, Nice, France
Conference papers hal-03264640v1
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Exploration Deficits Under Ecological Conditions as a Marker of Apathy in Frontotemporal Dementia

Bénédicte Batrancourt , Karen Lecouturier , Johan Ferrand-Verdejo , Vincent Guillemot , Carole Azuar et al.
Frontiers in Neurology, 2019, 10, pp.941. ⟨10.3389/fneur.2019.00941⟩
Journal articles hal-02286002v1
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Dichotomous metabolic networks govern human ILC2 proliferation and function

Laura Surace , Jean-Marc Doisne , Carys A Croft , Anna Thaller , Pedro Escoll et al.
Nature Immunology, 2021, 22 (11), pp.1367-1374. ⟨10.1038/s41590-021-01043-8⟩
Journal articles pasteur-03499188v1
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Host genetic control of Natural Killer cell diversity revealed in the Collaborative Cross

Magali S J Dupont , Vincent Guillemot , Pascal Campagne , Nicolas Serafini , Solenne Marie et al.
Proceedings of the National Academy of Sciences of the United States of America, 2021, 118 (10), ⟨10.1073/pnas.2018834118⟩
Journal articles pasteur-03144287v1

Covariate selection for association screening in multiphenotype genetic studies

Hugues Aschard , Vincent Guillemot , Bjarni Vilhjalmsson , Chirag Patel , David Skurnik et al.
Nature Genetics, 2017, 49 (12), pp.1789-1795. ⟨10.1038/ng.3975⟩
Journal articles pasteur-03278705v1

Alterations of the axon initial segment in multiple sclerosis

Aysegul Dilsizoglu Senol , Giulia Pinto , Maxime Beau , Vincent Guillemot , Jeff Dupree et al.
Preprints, Working Papers, ... hal-03873740v1

Adjusting for Principal Components of Molecular Phenotypes Induces Replicating False Positives

Andy Dahl , Vincent Guillemot , Joel Mefford , Hugues Aschard , Noah Zaitlen et al.
Genetics, 2019, 211 (4), pp.1179-1189. ⟨10.1534/genetics.118.301768⟩
Journal articles pasteur-03278622v1