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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 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.
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.
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.
Journal articles
hal-03566120v1
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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.
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.
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
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Multitrait genetic-phenotype associations to connect disease variants and biological mechanisms
Hanna Julienne
,
Vincent Laville
,
Zachary Mccaw
,
Zihuai He
,
Vincent Guillemot
,
et al.
2021
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.
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.
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 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.
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
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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.
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.
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.
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.
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.
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
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Adjusting for Principal Components of Molecular Phenotypes Induces Replicating False Positives
Andy Dahl
,
Vincent Guillemot
,
Joel Mefford
,
Hugues Aschard
,
Noah Zaitlen
Journal articles
pasteur-03278622v1
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Covariate selection for association screening in multiphenotype genetic studies
Hugues Aschard
,
Vincent Guillemot
,
Bjarni Vilhjalmsson
,
Chirag Patel
,
David Skurnik
,
et al.
Journal articles
pasteur-03278705v1
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