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authFullName_s : Vincent Guillemot

Etude de la Pénalisation GraphNet en Analyse de Données Multi-blocs

Annabelle Beaudoin , Natalia Pietrosemoli , Cathy Philippe , Hervé Abdi , Vincent Guillemot
53èmes Journées de Statistiques, Jun 2022, Lyon, France
Conference papers pasteur-04131938v1
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Sparse Multiple Factor Analysis, sparse STATIS, and sparse DiSTATIS with applications to sensory evaluation

Ju‐chi Yu , Carlos Gómez-Corona , Hervé Abdi , Vincent Guillemot
Journal of Chemometrics, 2022, pp.e3443. ⟨10.1002/cem.3443⟩
Journal articles pasteur-04096426v1
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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
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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

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
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High prevalence of small intestine bacteria overgrowth and asymptomatic carriage of enteric pathogens in stunted children in Antananarivo, Madagascar

Jean-Marc Collard , Lova Andrianonimiadana , Azimdine Habib , Maheninasy Rakotondrainipiana , Prisca Andriantsalama , et al.
PLoS Neglected Tropical Diseases, 2022, 16 (5), pp.e0009849. ⟨10.1371/journal.pntd.0009849⟩
Journal articles pasteur-03677601v1
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Heritability of the language network using resting state fMRI data

Yasmina Mekki , Cathy Philippe , Vincent Guillemot , Hervé Lemaître , Vincent Frouin
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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Susceptibilities of CNS Cells towards Rabies Virus Infection Is Linked to Cellular Innate Immune Responses

Lena Feige , Tatsuya Kozaki , Guilherme Dias de Melo , Vincent Guillemot , Florence Larrous , et al.
Viruses, 2022, 15 (1), pp.88. ⟨10.3390/v15010088⟩
Journal articles pasteur-03919985v1
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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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Multiblock data analysis with the RGCCA package

Fabien Girka , Etienne Camenen , Caroline Peltier , Arnaud Gloaguen , Vincent Guillemot , et al.
Journal of Statistical Software, 2023, pp.1-36. ⟨10.18637/jss.v000.i00⟩
Journal articles hal-04094025v1
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Multitrait GWAS to connect disease variants and biological mechanisms

Hanna Julienne , Vincent Laville , Zachary Mccaw , Zihuai He , Vincent Guillemot , et al.
PLoS Genetics, 2021, 17 (8), pp.e1009713. ⟨10.1371/journal.pgen.1009713⟩
Journal articles pasteur-03526210v1
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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

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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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
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Alterations of the axon initial segment in multiple sclerosis grey matter

Aysegul Dilsizoglu Senol , Giulia Pinto , Maxime Beau , Vincent Guillemot , Jeffrey Dupree , et al.
Brain Communications, 2022, 4 (6), pp.fcac284. ⟨10.1093/braincomms/fcac284⟩
Journal articles pasteur-04096429v1
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Introducing group-sparsity and orthogonality constraints in RGCCA

Vincent Guillemot , Arnaud Gloaguen , Arthur Tenenhaus , Cathy Philippe , Hervé Abdi
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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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
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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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Multidimensional Approaches in the Study of Autistic Traits using Behavioral and Imaging Data

Angeline Mihailov , Cathy Philippe , Antoine Grigis , Vincent Guillemot , Charles Laidi , et al.
Organization of Human Brain Mapping, Jun 2019, Rome, Italy
Conference poster cea-02289422v1

Adjusting for Principal Components of Molecular Phenotypes Induces Replicating False Positives

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

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