Vincent Frouin

Identifiants chercheurs

IdHAL :

vincent-ejm-frouin

ORCID :

0000-0001-9360-6623

IdRef :

165567244

Publications

Article dans une revue (61)

Parsing Autism Heterogeneity: Transcriptomic Subgrouping of Imaging-Derived Phenotypes in Autism Johanna Leyhausen,Caroline Gurr,Lisa M Berg,Hanna Seelemeyer,Bassem Hermilaet al. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, 2026, 11 (1), pp.80-90. ⟨10.1016/j.bpsc.2025.07.001⟩ Article dans une revue pasteur-05228339v1
Decoding cortical folding with deep learning: toward neurodevelopmental biomarkers of psychiatric disorders Pierre Auriau,Antoine Grigis,Jean-François Mangin,Joël Chavas,Julien Lavalet al. Journal of Neural Transmission, 2026, ⟨10.1007/s00702-026-03105-3⟩ Article dans une revue (data paper) hal-05500148v1
Penetrance of Neurodevelopmental Copy Number Variants Is Associated With Variations in Cortical Morphology Ana I Silva,Ida E Sønderby,George Kirov,Abdel Abdellaoui,Ingrid Agartzet al. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, 2025, 10 (10), pp.1093 - 1106. ⟨10.1016/j.bpsc.2025.05.010⟩ Article dans une revue hal-05468150v1
A self-supervised learning framework for discovering cortical folding patterns under genetic influence: Application to the Anterior Cingulate Cortex Antoine Dufournet,Julien Laval,Denis Rivière,Héloïse de Vareilles,Graham Murrayet al. Imaging Neuroscience, 2025, 3, ⟨10.1162/IMAG.a.987⟩ Article dans une revue hal-05379993v1
Interpretable and integrative deep learning for discovering brain-behaviour associations Corentin Ambroise,Antoine Grigis,Josselin Houenou,Vincent Frouin Scientific Reports, 2025, 15 (1), pp.2312. ⟨10.1038/s41598-024-85032-5⟩ Article dans une revue hal-04471394v2
Decomposing the Brain in Autism: Linking Behavioral Domains to Neuroanatomical Variation and Genomic Underpinnings Hanna Seelemeyer,Caroline Gurr,Johanna Leyhausen,Lisa M Berg,Charlotte M Pretzschet al. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, 2025, 10 (10), pp.1067-1077. ⟨10.1016/j.bpsc.2024.12.003⟩ Article dans une revue pasteur-05228242v1
Patterns of Brain Maturation in Autism and Their Molecular Associations Charlotte M Pretzsch,Martina Arenella,Jason P Lerch,Michael V Lombardo,Christian Beckmannet al. JAMA Psychiatry, 2024, 81 (12), pp.1253. ⟨10.1001/jamapsychiatry.2024.3194⟩ Article dans une revue pasteur-05228225v1
Grey-matter structure markers of Alzheimer's disease, Alzheimer's conversion, functioning and cognition: a metaanalysis across 11 cohorts Baptiste Couvy-Duchesne,Vincent Frouin,Vincent Bouteloup,Nikitas Koussis,Julia Sidorenkoet al. Human Brain Mapping, In press, 46 (2), ⟨10.1002/hbm.70089⟩ Article dans une revue hal-04815478v1
Deep learning models reveal the link between dynamic brain connectivity patterns and states of consciousness Chloé Gomez,Lynn Uhrig,Vincent Frouin,Edouard Duchesnay,Béchir Jarrayaet al. Scientific Reports, 2024, 14 (1), pp.31606. ⟨10.1038/s41598-024-76695-1⟩ Article dans une revue hal-04512801v1
The neuroanatomical substrates of autism and ADHD and their link to putative genomic underpinnings Lisa M Berg,Caroline Gurr,Johanna Leyhausen,Hanna Seelemeyer,Anke Bletschet al. Molecular Autism, 2023, 14 (1), pp.36. ⟨10.1186/s13229-023-00568-z⟩ Article dans une revue pasteur-05228155v1
Integrating multiomics and prior knowledge: a study of the Graphnet penalty impact Hamza Chegraoui,Vincent Guillemot,Amine Rebei,Arnaud Gloaguen,Jacques Grillet al. Bioinformatics, 2023, 39 (8), pp.btad454. ⟨10.1093/bioinformatics/btad454⟩ Article dans une revue hal-04493049v1
Understanding the relationship between cerebellar structure and social abilities Yannis Elandaloussi,Dorothea L Floris,Pierrick Coupé,Edouard Duchesnay,Angeline Mihailovet al. Molecular Autism, 2023, 14 (1), pp.18. ⟨10.1186/s13229-023-00551-8⟩ Article dans une revue hal-04423198v1
Object Detection Improves Tumour Segmentation in MR Images of Rare Brain Tumours Hamza Chegraoui,Cathy Philippe,Volodia Dangouloff-Ros,Antoine Grigis,Raphael Calmonet al. Cancers, 2021, 13 (23), pp.6113. ⟨10.3390/cancers13236113⟩ Article dans une revue hal-04493157v1
Genome-wide haplotype association study in imaging genetics using whole-brain sulcal openings of 16,304 UK Biobank subjects Slim Karkar,Claire Dandine-Roulland,Jean-François Mangin,Yann Le Guen,Cathy Philippeet al. European Journal of Human Genetics, 2021, 29 (9), pp.1424-1437. ⟨10.1038/s41431-021-00827-8⟩ Article dans une revue cea-04359983v1
Irregular sleep habits, regional grey matter volumes, and psychological functioning in adolescents Winok Lapidaire,Anna Urrila,Eric Artiges,Ruben Miranda,Hélène Vulseret al. PLoS ONE, 2021, 16 (2), pp.e0243720. ⟨10.1371/journal.pone.0243720⟩ Article dans une revue hal-03139656v1
Social brain activation during mentalizing in a large autism cohort: the Longitudinal European Autism Project Carolin Moessnang,Sarah Baumeister,Julian Tillmann,David Goyard,Tony Charmanet al. Molecular Autism, 2020, 11, pp.17. ⟨10.1186/s13229-020-0317-x⟩ Article dans une revue hal-02490559v1
Genome wide association study of incomplete hippocampal inversion in adolescents Claire Cury,Marzia Antonella Scelsi,Roberto Toro,Vincent Frouin,Eric Artigeset al. PLoS ONE, 2020, 15 (1), ⟨10.1371/journal.pone.0227355⟩ Article dans une revue hal-02416654v2
Sex effects on structural maturation of the limbic system and outcomes on emotional regulation during adolescence Pauline Bezivin Frere,Nora C Vetter,Eric Artiges,Irina Filippi,Ruben Mirandaet al. NeuroImage, 2020 Article dans une revue hal-02463050v1
Clinical, molecular, and radiomic profile of gliomas with FGFR3-TACC3 fusions Anna Luisa Di Stefano,Alberto Picca,Edouard Saragoussi,Franck Bielle,Francois Ducrayet al. Neuro-Oncology, 2020, 22 (11), pp.1614-1624. ⟨10.1093/neuonc/noaa121⟩ Article dans une revue hal-04437067v1
A DACT1 enhancer modulates brain asymmetric temporal regions involved in language processing Yann Le Guen,François Leroy,Cathy Philippe,Jean-François Mangin,Ghislaine Dehaene-Lambertzet al. Cerebral Cortex, 2019, 30 (10), pp.5322-5332. ⟨10.1101/539189⟩ Article dans une revue hal-03064349v1
Plis de passage&quot; Deserve a Role in Models of the Cortical Folding Process Jean-François Mangin,Yann Le Guen,Nicole Labra,Antoine Grigis,Vincent Frouinet al. Brain Topography: a Journal of Cerebral Function and Dynamics, 2019, 32 (6), pp.1035 - 1048. ⟨10.1007/s10548-019-00734-8⟩ Article dans une revue hal-02521779v1
Association of a Schizophrenia-Risk Nonsynonymous Variant With Putamen Volume in Adolescents A Voxelwise and Genome-Wide Association Study Qiang Luo,Qiang Chen,Wenjia Wang,Sylvane Desrivières,Erin Burke Quinlanet al. JAMA Psychiatry, 2019, 76 (4), pp.435. ⟨10.1001/jamapsychiatry.2018.4126⟩ Article dans une revue hal-02020866v1
Adolescent binge drinking disrupts normal trajectories of brain functional organization and personality maturation Hongtao Ruan,Yunyi Zhou,Qiang Luo,Gabriel H Robert,Sylvane Desrivièreset al. Neuroimage-Clinical, 2019, 22, pp.101804. ⟨10.1016/j.nicl.2019.101804⟩ Article dans une revue hal-02121078v1
Dissecting the Heterogeneous Cortical Anatomy of Autism Spectrum Disorder Using Normative Models Mariam Zabihi,Marianne Oldehinkel,Thomas Wolfers,Vincent Frouin,David Goyardet al. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, 2019, 4 (6), pp.567-578. ⟨10.1016/j.bpsc.2018.11.013⟩ Article dans une revue pasteur-02070425v1
Altered Connectivity Between Cerebellum, Visual, and Sensory-Motor Networks in Autism Spectrum Disorder: Results from the EU-AIMS Longitudinal European Autism Project Marianne Oldehinkel,Maarten Mennes,Andre Marquand,Tony Charman,Julian Tillmannet al. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, 2018, ⟨10.1016/j.bpsc.2018.11.010⟩ Article dans une revue pasteur-02029576v1
Structured Sparse Principal Components Analysis With the TV-Elastic Net Penalty Amicie de Pierrefeu,Tommy Lofstedt,Fouad Hadj-Selem,Mathieu Dubois,Renaud Jardriet al. IEEE Transactions on Medical Imaging, 2018, 37 (2), pp.396 - 407. ⟨10.1109/tmi.2017.2749140⟩ Article dans une revue cea-01883278v1
The chaotic morphology of the left superior temporal sulcus is genetically constrained Yann Le Guen,François Leroy,Guillaume Auzias,Denis Rivière,Antoine Grigiset al. NeuroImage, 2018, 174, pp.297 - 307. ⟨10.1016/j.neuroimage.2018.03.046⟩ Article dans une revue hal-01784749v1
A Postreconstruction Harmonization Method for Multicenter Radiomic Studies in PET Fanny Orlhac,Sarah Boughdad,Cathy Philippe,Hugo Stalla-Bourdillon,Christophe Niocheet al. Journal of Nuclear Medicine, 2018, 59 (8), pp.1321-1328. ⟨10.2967/jnumed.117.199935⟩ Article dans une revue hal-02401365v1
Statistical Shape Analysis of Large Datasets Based on Diffeomorphic Iterative Centroids Claire Cury,Joan Glaunès,Roberto Toro,Marie Chupin,Gunter Schumannet al. Frontiers in Neuroscience, 2018, 12, pp.803. ⟨10.3389/fnins.2018.00803⟩ Article dans une revue hal-01920263v2
Shared genetic aetiology between cognitive performance and brain activations in language and math tasks Yann Le Guen,Marie Amalric,Philippe Pinel,Christophe Pallier,Vincent Frouin Scientific Reports, 2018, 8, pp.17624. ⟨10.1038/s41598-018-35665-0⟩ Article dans une revue cea-01944702v1
Computation of reliable textural indices from multimodal brain MRI: suggestions based on a study of patients with diffuse intrinsic pontine glioma Jessica Goya-Outi,Fanny Orlhac,Raphael Calmon,Agusti Alentorn,Christophe Niocheet al. Physics in Medicine and Biology, 2018, 63 (10), pp.105003. ⟨10.1088/1361-6560/aabd21⟩ Article dans une revue hal-01801219v1
Continuation of Nesterov’s Smoothing for Regression with Structured Sparsity in High-Dimensional Neuroimaging Fouad Hadj-Selem,Tommy Lofstedt,Elvis Dohmatob,Vincent Frouin,Mathieu Duboiset al. IEEE Transactions on Medical Imaging, In press, 2018, ⟨10.1109/TMI.2018.2829802⟩ Article dans une revue cea-01883286v1
The EU-AIMS Longitudinal European Autism Project (LEAP): design and methodologies to identify and validate stratification biomarkers for autism spectrum disorders Eva Loth,Tony Charman,Luke Mason,Julian Tillmann,Emily J H Joneset al. Molecular Autism, 2017, 8 (24), ⟨10.1186/s13229-017-0146-8⟩ Article dans une revue pasteur-01967232v1
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 Zendjidjianet al. npj Schizophrenia, 2017, 3, pp.27. ⟨10.1038/s41537-017-0027-3⟩ Article dans une revue hal-01583472v1
Genetic Influence on the Sulcal Pits: On the Origin of the First Cortical Folds Yann Le Guen,Guillaume Auzias,François Leroy,Marion Noulhiane,Ghislaine Dehaene-Lambertzet al. Cerebral Cortex, 2017, pp.1 - 12. ⟨10.1093/cercor/bhx098⟩ Article dans une revue hal-01527005v1
The EU-AIMS Longitudinal European Autism Project (LEAP): clinical characterisation Tony Charman,Eva Loth,Julian Tillmann,Daisy Crawley,Caroline Wooldridgeet al. Molecular Autism, 2017, 8, pp.27. ⟨10.1186/s13229-017-0145-9⟩ Article dans une revue pasteur-01967230v1
Human subcortical brain asymmetries in 15,847 people worldwide reveal effects of age and sex Tulio Guadalupe,Samuel R. Mathias,Theo G. M. Vanerp,Christopher D. Whelan,Marcel P. Zwierset al. Brain imaging and behavior (Brain Imaging Behav), 2017, 11 (5), pp.1497-1514. ⟨10.1007/s11682-016-9629-z⟩ Article dans une revue hal-01382787v1
Brain regions related to impulsivity mediate the effects of early adversity on antisocial behavior Scott Mackey,Bader Chaarani,Kees-Jan Kan,Philip Spechler,Catherine Orret al. Biological Psychiatry, 2016, ⟨10.1016/j.biopsych.2015.12.027⟩ Article dans une revue hal-01276585v1
CATI: A Large Distributed Infrastructure for the Neuroimaging of Cohorts Grégory Operto,Marie Chupin,Bénédicte Batrancourt,Marie-Odile Habert,Olivier Colliotet al. Neuroinformatics, 2016, pp.1-12. ⟨10.1007/s12021-016-9295-8⟩ Article dans une revue hal-01303094v1
The Brain’s Response to Reward Anticipation and Depression in Adolescence: Dimensionality, Specificity, and Longitudinal Predictions in a Community-Based Sample Argyris Stringaris,Pablo Vidal-Ribas Belil,Eric Artiges,Hervé Lemaitre,Fanny Gollier-Briantet al. The American Journal of Psychiatry, 2015, ⟨10.1176/appi.ajp.2015.14101298⟩ Article dans une revue cea-01221894v1
A kinome-targeted RNAi-based screen links FGF signaling to H2AX phosphorylation in response to radiation Sami Benzina,Amandine Pitaval,Claudie Lemercier,Celine Lustremant,Vincent Frouinet al. Cellular and Molecular Life Sciences, 2015, 72 (18), pp.3559-3573. ⟨10.1007/s00018-015-1901-7⟩ Article dans une revue hal-02108972v1
Kernel Generalized Canonical Correlation Analysis Arthur Tenenhaus,Cathy Philippe,Vincent Frouin Computational Statistics and Data Analysis, 2015, 90 (C), pp.114-131. ⟨10.1016/j.csda.2015.04.004⟩ Article dans une revue hal-01238943v1
New evidence of factor structure and measurement invariance of the SDQ across five European nations Javier Ortuño-Sierra,Eduardo Fonseca-Pedrero,Rebeca Aritio-Solana,Alvaro Moreno Velasco,Edurne Chocarro de Luiset al. European Child and Adolescent Psychiatry, 2015, ⟨10.1007/s00787-015-0729-x⟩ Article dans une revue cea-01221880v1
Incomplete Hippocampal Inversion: A Comprehensive MRI Study of Over 2000 Subjects Claire Cury,Roberto Toro,Fanny Cohen,Clara Fischer,Amel Mhayaet al. Frontiers in Neuroanatomy, 2015, 9, pp.160. ⟨10.3389/fnana.2015.00160⟩ Article dans une revue hal-01251239v1
The Brainomics/Localizer database Dimitri Papadopoulos-Orfanos,Michel Vittot,Yannick Schwartz,Philippe Pinel,Antonio Morenoet al. NeuroImage, 2015, Data Sharing, ⟨10.1016/j.neuroimage.2015.09.052⟩ Article dans une revue cea-01213448v1
Cannabis use in early adolescence: Evidence of amygdala hypersensitivity to signals of threat Philip A. Spechler,Catherine A. Orr,Bader Chaarani,Kees-Jan Kan,Scott Mackeyet al. Developmental Cognitive Neuroscience, 2015, ⟨10.1016/j.dcn.2015.08.007⟩ Article dans une revue cea-01221896v1
Machine Learning Patterns for Neuroimaging-Genetic Studies in the Cloud Benoit da Mota,Radu Tudoran,Alexandru Costan,Gaël Varoquaux,Goetz Brascheet al. Frontiers in Neuroinformatics, 2014, Recent advances and the future generation of neuroinformatics infrastructure, 8, ⟨10.3389/fninf.2014.00031⟩ Article dans une revue hal-01057325v1
Variable Selection for Generalized Canonical Correlation Analysis Arthur Tenenhaus,Cathy Philippe,Vincent Guillemot,Kim-Anh Lê Cao,Jacques Grillet al. Biostatistics, 2014, 15 (3), pp.569-583. ⟨10.1093/biostatistics/kxu001⟩ Article dans une revue hal-01071432v1
The ENIGMA Consortium : large-scale collaborative analyses of neuroimaging and genetic data Paul M. Thompson,Jason L. Stein,Sarah Medland,Derrek D Hibar,Alejandro Arias Vasquezet al. Brain imaging and behavior (Brain Imaging Behav), 2014, 8 (2), pp.152-182. ⟨10.1007/s11682-013-9269-5⟩ Article dans une revue pasteur-01967166v1
Randomized parcellation based inference. Benoit da Mota,Virgile Fritsch,Gaël Varoquaux,Tobias Banaschewski,Gareth J. Barkeret al. NeuroImage, 2013, epub ahead of print. ⟨10.1016/j.neuroimage.2013.11.012⟩ Article dans une revue hal-00915243v1
Toward global tractography. Jean-François Mangin,Pierre Fillard,Yann Cointepas,Denis Le Bihan,Vincent Frouinet al. NeuroImage, 2013, 80, pp.290-6. ⟨10.1016/j.neuroimage.2013.04.009⟩ Article dans une revue istex hal-00856326v1
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 Trincheraet al. NeuroImage, 2012, 63 (1), pp.11-24. ⟨10.1016/j.neuroimage.2012.06.061⟩ Article dans une revue istex hal-00750902v1
PyXNAT: XNAT in Python Yannick Schwartz,Alexis Barbot,Benjamin Thyreau,Vincent Frouin,Gaël Varoquauxet al. Frontiers in Neuroinformatics, 2012, 6 (12), pp.1-14. ⟨10.3389/fninf.2012.00012⟩ Article dans une revue hal-00782339v1
Graph Constrained Discriminant Analysis: A New Method for the Integration of a Graph into a Classification Process Vincent Guillemot,Arthur Tenenhaus,Laurent Le Brusquet,Vincent Frouin PLoS ONE, 2011, 6 (10), pp.e26146. ⟨10.1371/journal.pone.0026146⟩ Article dans une revue hal-00648336v1
Gene Association Networks from Microarray Data Using a Regularized Estimation of Partial Correlation Based on the PLS Regression Arthur Tenenhaus,Vincent Guillemot,Xavier Gidrol,Vincent Frouin IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2010, 7 (2), pp.251-262 Article dans une revue hal-00486420v1
Segmentation of Rodent Whole-Body Dynamic PET Images: An Unsupervised Method Based on Voxel Dynamics Renaud Maroy,Rephaël Boisgard,Claude Comtat,Vincent Frouin,Pascal Cathieret al. IEEE Transactions on Medical Imaging, 2008, 27, pp.342 - 354. ⟨10.1109/tmi.2007.905106⟩ Article dans une revue hal-05136914v1
Evolutionary approaches for the reverse-engineering of gene regulatory networks: a study on a biologically realistic dataset. Cédric Auliac,Vincent Frouin,Xavier Gidrol,Florence d'Alché-Buc BMC Bioinformatics, 2008, 9, pp.91. ⟨10.1186/1471-2105-9-91⟩ Article dans une revue cea-00307649v1
Quantitative validation of voxel-wise statistical analyses of autoradiographic rat brain volumes: Application to unilateral visual stimulation Albertine Dubois,Anne-Sophie Herard,Guillaume Flandin,Edouard Duchesnay,Laurent Besretet al. NeuroImage, 2008, 40 (2), pp.482-494. ⟨10.1016/j.neuroimage.2007.11.054⟩ Article dans une revue istex hal-02155677v1
Three-dimensional reconstruction of stained histological slices and 3D non-linear registration with in-vivo MRI for whole baboon brain Julien C. Dauguet,Thierry Delzescaux,Françoise Condé,Jean-François Mangin,Nicholas Ayacheet al. Journal of Neuroscience Methods, 2007, 164 (1), pp.191-204 Article dans une revue inria-00616027v1
Automated Three-Dimensional Analysis of Histological and Autoradiographic Rat Brain Sections: Application to an Activation Study Albertine Dubois,Julien C. Dauguet,Anne-Sophie Herard,Laurent Besret,Edouard Duchesnayet al. Journal of Cerebral Blood Flow and Metabolism, 2007, 27 (10), pp.1742-1755. ⟨10.1038/sj.jcbfm.9600470⟩ Article dans une revue hal-02155676v1
Novel Microarray-Based Method for Estimating Exposure to Ionizing Radiation Gaëtan Gruel,Carlo Lucchesi,Alexandre Pawlik,Vincent Frouin,Olivier Alibertet al. Radiation Research, 2006, 166 (5), pp.746-756. ⟨10.1667/rr0260.1⟩ Article dans une revue pasteur-02618889v1

Communication dans un congrès (36)

Decoding the brain shape : Noillopmahc Antoine Dufournet,Julien Laval,Vincent Frouin,Denis Rivière,Joël Chavaset al. IABM, 2026, Lyon, France Communication dans un congrès hal-05586514v1
Self-supervised contrastive learning unveils cortical folding pattern linked to prematurity Julien Laval,Aymeric Gaudin,Vincent Frouin,Jessica Dubois,Andrea Gondovaet al. MIDL 2024, Jul 2024, Paris, France Communication dans un congrès hal-04562435v1
Contribution of imaging-genetics to overall survival prediction compared to clinical status for PCNSL patients Amine Rebei,Agusti Alentorn,Hamza Chegraoui,Vincent Frouin,Cathy Philippe IEEE ISBI 2021 - International Symposium on Biomedical Imaging, IEEE, Apr 2021, Nice, France Communication dans un congrès cea-03162611v1
Prediction performance of radiomic features when obtained using an object detection framework Hamza Chegraoui,Amine Rebei,Cathy Philippe,Vincent Frouin IEEE ISBI 2021 - International Symposium on Biomedical Imaging, Apr 2021, Nice, France Communication dans un congrès cea-03162316v1
Heritability of surface area and cortical thickness: a comparison between the Human Connectome Project and the UK Biobank dataset Yann Le Guen,Slim Karkar,Antoine Grigis,Cathy Philippe,Jean-François Manginet al. ISBI 2019 - Proceedings of the IEEE International Symposium on Biomedical Imaging, 2019, Venice, Italy Communication dans un congrès cea-02016831v1
Can Structural MRI Radiomics Predict DIPG Histone H3 Mutation and Patient Overall Survival at Diagnosis Time? Jessica Goya Outi,Raphael Calmon,Fanny Orlhac,Cathy Philippe,Nathalie Boddaertet al. 2019 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI), May 2019, Chicago, United States. pp.1-4, ⟨10.1109/BHI.2019.8834524⟩ Communication dans un congrès hal-03089690v1
Unearthing the Evolutionary History of Genetic Variants Influencing Human Sulcal Widening Authors: Introduction Hervé Lemaître,Yann Le Guen,Amanda Tilot,Jason J Stein,Cathy Philippeet al. OHBM ( Organization for Human Brain Mapping ), 2019, Rome, Italy Communication dans un congrès hal-02876133v1
A study of feasibility for genome-wide haplotype association of complex traits in imaging genetics Slim Karkar,Yann Le Guen,Cathy Philippe,Claire Dandine-Roulland,Morgane Pierre-Jeanet al. BIBM 2018 - Proceedings of The IEEE International Conference on Bioinformatics and Biomedicine, Dec 2018, Madrid, Spain Communication dans un congrès cea-02016635v1
Multiway Generalized Canonical Correlation Analysis Arnaud Gloaguen,Cathy Philippe,Vincent Frouin,Laurent Le Brusquet,Arthur Tenenhaus Chimiométrie XIX-2018, Jan 2018, Paris, France Communication dans un congrès hal-01871151v1
Three-Way Generalized Canonical Correlation Analysis Arthur Tenenhaus,Arnaud Gloaguen,Laurent Le Brusquet,Cathy Philippe,Vincent Frouin SIAM Conference on Applied Linear Algebra, May 2018, Hong-Kong, China Communication dans un congrès hal-03111188v1
Regional study of the genetic influence on the sulcal pits Yann Le Guen,Guillaume Auzias,Ghislaine Dehaene-Lambertz,Francois Leroy,Jean-François Manginet al. 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017), Apr 2017, Melbourne, France. ⟨10.1109/ISBI.2017.7950472⟩ Communication dans un congrès hal-01784779v1
Brainomics: Harnessing the CubicWeb semantic framework to manage large neuromaging genetics shared resources David Goyard,Antoine Grigis,Dimitri Papadopoulos-Orfanos,Michel Vittot,Vincent Frouinet al. Journées RITS 2015, Mar 2015, Dourdan, France. p34-35 Section imagerie génétique Communication dans un congrès inserm-01145600v1
Multiblock analysis of omics and imaging data with variable selection Cathy Philippe,Arthur Tenenhaus,Vincent Guillemot,Jacques Grill,Vincent Frouin Journées RITS 2015, Mar 2015, Dourdan, France. pp.P28-29 Section imagerie génétique Communication dans un congrès inserm-01145569v1
Statistical shape analysis of large datasets using diffeomorphic iterative centroids Claire Cury,Joan Glaunés,Roberto Toro,Gunter D Schumann,Vincent Frouinet al. Human Brain Mapping - 2015, Jun 2015, Honolulu, United States Communication dans un congrès hal-01212226v1
Characterization of Incomplete Hippocampal Inversions in a large dataset of young healthy subjects Claire Cury,Roberto Toro,Fanny Cohen,Amel Mhaya,Dominique Hasbounet al. Human Brain Mapping - 2015, Jun 2015, Honolulu, United States Communication dans un congrès hal-01212219v1
Voxelwise genome-wide association study on gray matter volume reveals a SLC39A8 variant associated with subcortical structures Hélène Lajous,Benoit da Mota,Jinpeng Li,Edouard Duchesnay,Hervé Lemaîtreet al. Journées RITS 2015, Mar 2015, Dourdan, France. p32-32 Section imagerie génétique Communication dans un congrès inserm-01145592v1
Predictive support recovery with TV-Elastic Net penalty and logistic regression: an application to structural MRI Mathieu Dubois,Fouad Hadj-Selem,Tommy Lofstedt,Matthieu Perrot,Clara Fischeret al. 2014 International Workshop on Pattern Recognition in Neuroimaging, Jun 2014, Tuebingen, Germany. pp.1-4, ⟨10.1109/PRNI.2014.6858517⟩ Communication dans un congrès cea-01016145v1
Structured variable selection for generalized canonical correlation analysis Tommy Lofstedt,Fouad Hadj-Selem,Vincent Guillemot,Cathy Philippe,Edouard Duchesnayet al. PLS’14, May 2014, Paris, France Communication dans un congrès hal-01084048v1
Multiblock Logistic Regression for High Dimensional Data Cathy Philippe,Arthur Tenenhaus,Vincent Frouin,Vincent Guillemot PLS 2014, May 2014, Paris, France Communication dans un congrès hal-01103734v1
Robust Group-Level Inference in Neuroimaging Genetic Studies Virgile Fritsch,Benoit da Mota,Gaël Varoquaux,Vincent Frouin,Eva Lothet al. Pattern Recognition in Neuroimaging, Jun 2013, Philadelphie, United States Communication dans un congrès hal-00833953v1
A multi-block approach in imaging genetics Vincent Guillemot,Arthur Tenenhaus,Edouard Duchesnay,Jean-Baptiste Poline,Vincent Frouin 9th International Imaging Genetics Conference, Jan 2013, Irvine, California, United States. pp.Poster 13 Communication dans un congrès hal-00862310v1
Enhancing the Reproducibility of Group Analysis with Randomized Brain Parcellations Benoit da Mota,Virgile Fritsch,Gaël Varoquaux,Vincent Frouin,Jean-Baptiste Polineet al. MICCAI - 16th International Conference on Medical Image Computing and Computer Assisted Intervention - 2013, Sep 2013, Nagoya, Japan Communication dans un congrès hal-00832616v1
Brainomics: A management system for exploring and merging heterogeneous brain mapping data Vincent Michel,Yannick Schwartz,Philippe Pinel,Olivier Cayrol,Antonio Morenoet al. OHBM 2013 19th Annual Meeting of the Organization for Human Brain Mapping, Jun 2013, Seattle, United States Communication dans un congrès cea-00904768v1
A MapReduce Approach for Ridge Regression in Neuroimaging-Genetic Studies Benoit da Mota,Michael Eickenberg,Soizic Laguitton,Vincent Frouin,Gaël Varoquauxet al. DCICTIA-MICCAI - Data- and Compute-Intensive Clinical and Translational Imaging Applications in conjonction with the 15th International Conference on Medical Image Computing and Computer Assisted Intervention - 2012, Oct 2012, Nice, France Communication dans un congrès hal-00730385v1
Dimension reduction and regularisation combined with Partial Least Squares in high dimensional imaging-genetics studies Edith Le Floch,Laura Trinchera,Arthur Tenenhaus,Jean-Baptiste Poline,Vincent Frouin PLS'12, May 2012, Houston, United States. CD-ROM Proceedings (8 p.) Communication dans un congrès hal-00752233v1
A fast computational framework for genome-wide association studies with neuroimaging data Benoit da Mota,Vincent Frouin,Edouard Duchesnay,Soizic Laguitton,Gaël Varoquauxet al. 20th International Conference on Computational Statistics (COMPSTAT 2012), Aug 2012, Limassol, Cyprus Communication dans un congrès hal-00720265v1
Imaging genetics: bio-informatics and bio-statistics challenges Jean-Baptiste Poline,Christophe Lalanne,Arthur Tenenhaus,Edouard Duchesnay,Bertrand Thirionet al. 19th International Conference on Computational Statistics, Aug 2010, Paris, France Communication dans un congrès inria-00523236v1
Une variante des tests de sphéricité pour l'adéquation de données transcriptomiques à un graphe de régulations génétiques Vincent Guillemot,Arthur Tenenhaus,Vincent Frouin Journée Ouverte en Biologie et Mathématiques (JOBIM'09), Jun 2009, Nantes, France. pp.219-220 Communication dans un congrès hal-00421943v1
Grouping levels of exposure with same observable effects before class prediction in toxicogenomics. Vincent Guillemot,Cathy Philippe,Arthur Tenenhaus,Jérôme Rollin,Vincent Frouin IEEE Computer Society, Biotechno08, International Conference on Bioinformatics, and Biomedical Technologies, Digital Library, 2008, France. pp. 164-169, ⟨10.1109/BIOTECHNO.2008.17⟩ Communication dans un congrès hal-00321714v1
Graph-Constrained Discriminant Analysis of functional genomics data Vincent Guillemot,Laurent Le Brusquet,Arthur Tenenhaus,Vincent Frouin IEEE International Conference on Bioinformatics and Biomedicine Worshops, Nov 2008, Philadelphia, United States. pp. 207-210, ⟨10.1109/BIBMW.2008.4686237⟩ Communication dans un congrès hal-00346450v1
Approches évolutionnaires pour l'apprentissage de réseaux de régulation transcriptionnelle. Cédric Auliac,Vincent Frouin,Florence d'Alché-Buc Conférence francophone sur l'Apprentissage automatique (CAp), 2007, Grenoble, France. pp.(Elec. Proc.) Communication dans un congrès hal-00341913v1
Identification of differentially expressed genes: a comparison between wrapper and filter methods Vincent Guillemot,Vincent Frouin,Laurent Le Brusquet,Gilles Fleury Proceedings of the International Workshop on Machine Learning in Systems Biology, Sep 2007, Evry, France Communication dans un congrès hal-00257928v1
Learning Transcriptional Regulatory Networks with Evolutionary Algorithms Enhanced with Niching Cédric Auliac,Florence d'Alché-Buc,Vincent Frouin Applications of Fuzzy Sets Theory, expanded from 7th International Workshop on Fuzzy Logic and Applications (WILF 2007), 2007, Porto-Fino, Italy. pp.612--619, ⟨10.1007/978-3-540-73400-0_78⟩ Communication dans un congrès istex hal-00341912v1
Robust Inter-Slice Intensity Normalization using Histogram Scale-Space Analysis Julien C. Dauguet,Jean-François Mangin,Thierry Delzescaux,Vincent Frouin Proc. of MICCAI'04, 2004, Saint-Malo, France, France. pp.242--249 Communication dans un congrès inria-00615980v1
Robust segmentation of the thalamus using Kohonen algorithm from diffusion tensor image Julien C. Dauguet,Vincent Frouin,Y. Cointepas,D. Hervé,Nicholas Ayacheet al. Proc of Int. Soc. for Magnetic Resonance in Medicine (ISMRM) 11th Scientific meeting, 2003, Toronto, Canada Communication dans un congrès inria-00615955v1
Using 3D Non Rigid FFD-Based Method to Register post mortem 3D Histological Data and in vivo MRI of a Baboon Brain Thierry Delzescaux,Julien C. Dauguet,F. Condé,R. Maroy,Vincent Frouin Medical image computing and computer-assisted intervention (MICCAI 2003), 2003, Montreal, Canada, Canada. pp.965--966 Communication dans un congrès inria-00615948v1

Poster de conférence (3)

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 Poster de conférence cea-02289470v1
On the genetic bases of incomplete hippocampal inversion: a genome-wide association study Claire Cury,Marzia A Scelzi,Roberto Toro,Vincent Frouin,Eric Artigeset al. OHBM 2019 - Annual Meeting on Organization for Human Brain Mapping, Jun 2019, Rome, Italy. pp.1 Poster de conférence inserm-02074616v1
Multidimensional Approaches in the Study of Autistic Traits using Behavioral and Imaging Data Angeline Mihailov,Cathy Philippe,Antoine Grigis,Vincent Guillemot,Charles Laidiet al. Organization of Human Brain Mapping, Jun 2019, Rome, Italy Poster de conférence cea-02289422v1

Pré-publication, Document de travail (6)

Age and genetics influences on hemispheric asymmetry in superficial white matter bundles: evidence from HCP and UK biobank Ege Kibrislioglu,Nabil Vindas,Antoine Grigis,Jean-Christophe Aude,Jean-François Manginet al. 2025 Pré-publication, Document de travail cea-05500344v1
Bridging genetics and neuroimaging: Polygenic risk score integration with the view to perform weakly supervised learning Antoine Didier,Antoine Grigis,Jean-Christophe Aude,Edouard Duchesnay,Vincent Frouin 2025 Pré-publication, Document de travail hal-05486515v1
Supplementary material: Continuation of Nesterov's Smoothing for Regression with Structured Sparsity in High-Dimensional Neuroimaging Fouad Hadj-Selem,Tommy Löfstedt,Elvis Dohmatob,Vincent Frouin,Mathieu Duboiset al. 2016 Pré-publication, Document de travail cea-01324021v4
Structured variable selection for generalized canonical correlation analysis Tommy Lofstedt,Fouad Hadj-Selem,Vincent Guillemot,Cathy Philippe,Edouard Duchesnayet al. 2015 Pré-publication, Document de travail hal-01238991v1
Simulated Data for Linear Regression with Structured and Sparse Penalties Tommy Lofstedt,Vincent Guillemot,Vincent Frouin,Edouard Duchesnay,Fouad Hadj-Selem 2014 Pré-publication, Document de travail cea-00914960v3
Analyse différentielle de puces à ADN. Comparaison entre méthodes wrapper et filter. Vincent Guillemot,Laurent Le Brusquet,Arthur Tenenhaus,Vincent Frouin 2007 Pré-publication, Document de travail cea-00327206v1