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.
Journal articles
hal-01583472v1
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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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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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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.
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.
Journal articles
hal-01319866v1
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Structured variable selection for generalized canonical correlation analysis
Tommy Lofstedt
,
Fouad Hadj-Selem
,
Vincent Guillemot
,
Cathy Philippe
,
Edouard Duchesnay
et al.
2015
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
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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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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 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.
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.
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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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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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.
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
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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
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Variable Selection for Generalized Canonical Correlation Analysis
Arthur Tenenhaus
,
Cathy Philippe
,
Vincent Guillemot
,
Kim-Anh Lê Cao
,
Jacques Grill
et al.
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.
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.
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.
Journal articles
pasteur-03144287v1
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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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Alterations of the axon initial segment in multiple sclerosis
Aysegul Dilsizoglu Senol
,
Giulia Pinto
,
Maxime Beau
,
Vincent Guillemot
,
Jeff Dupree
et al.
2022
Preprints, Working Papers, ...
hal-03873740v1
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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
et al.
Journal articles
pasteur-03278622v1
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