Number of documents

74

Publications Vincent Frouin


Journal articles37 documents

  • Hongtao Ruan, Yunyi Zhou, Qiang Luo, Gabriel H Robert, Sylvane Desrivières, et al.. Adolescent binge drinking disrupts normal trajectories of brain functional organization and personality maturation. Neuroimage-Clinical, Elsevier, 2019, 22, pp.101804. ⟨10.1016/j.nicl.2019.101804⟩. ⟨hal-02121078⟩
  • Qiang Luo, Qiang Chen, Wenjia Wang, Sylvane Desrivières, Erin Burke Quinlan, et al.. Association of a Schizophrenia-Risk Nonsynonymous Variant With Putamen Volume in Adolescents A Voxelwise and Genome-Wide Association Study. JAMA Psychiatry, Chicago, IL : American Medical Association, [2013]-, 2019, 76 (4), pp.435. ⟨10.1001/jamapsychiatry.2018.4126⟩. ⟨hal-02020866⟩
  • Claire Cury, Joan Glaunès, Roberto Toro, Marie Chupin, Gunter Schumann, et al.. Statistical Shape Analysis of Large Datasets Based on Diffeomorphic Iterative Centroids. Frontiers in Neuroscience, Frontiers, 2018, 12, pp.803. ⟨10.3389/fnins.2018.00803⟩. ⟨hal-01920263⟩
  • Mariam Zabihi, Marianne Oldehinkel, Thomas Wolfers, Vincent Frouin, David Goyard, et al.. Dissecting the Heterogeneous Cortical Anatomy of Autism Spectrum Disorder Using Normative Models. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, Elsevier, In press, ⟨10.1016/j.bpsc.2018.11.013⟩. ⟨pasteur-02070425⟩
  • Jessica Goya-Outi, Fanny Orlhac, Raphael Calmon, Agusti Alentorn, Christophe Nioche, et al.. Computation of reliable textural indices from multimodal brain MRI: suggestions based on a study of patients with diffuse intrinsic pontine glioma. Physics in Medicine and Biology, IOP Publishing, 2018, 63 (10), pp.105003. ⟨10.1088/1361-6560/aabd21⟩. ⟨hal-01801219⟩
  • Yann Le Guen, Marie Amalric, Philippe Pinel, Christophe Pallier, Vincent Frouin. Shared genetic aetiology between cognitive performance and brain activations in language and math tasks. Scientific Reports, Nature Publishing Group, 2018, 8, pp.17624. ⟨10.1038/s41598-018-35665-0⟩. ⟨cea-01944702⟩
  • Marianne Oldehinkel, Maarten Mennes, Andre Marquand, Tony Charman, Julian Tillmann, et al.. Altered Connectivity Between Cerebellum, Visual, and Sensory-Motor Networks in Autism Spectrum Disorder: Results from the EU-AIMS Longitudinal European Autism Project. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, Elsevier, 2018, ⟨10.1016/j.bpsc.2018.11.010⟩. ⟨pasteur-02029576⟩
  • Amicie de Pierrefeu, Tommy Lofstedt, Fouad Hadj-Selem, Mathieu Dubois, Renaud Jardri, et al.. Structured Sparse Principal Components Analysis With the TV-Elastic Net Penalty. IEEE Transactions on Medical Imaging, Institute of Electrical and Electronics Engineers, 2018, 37 (2), pp.396 - 407. ⟨10.1109/tmi.2017.2749140⟩. ⟨cea-01883278⟩
  • Fouad Hadj-Selem, Tommy Lofstedt, Elvis Dohmatob, Vincent Frouin, Mathieu Dubois, et al.. Continuation of Nesterov’s Smoothing for Regression with Structured Sparsity in High-Dimensional Neuroimaging. IEEE Transactions on Medical Imaging, Institute of Electrical and Electronics Engineers, In press, 2018, ⟨10.1109/TMI.2018.2829802⟩. ⟨cea-01883286⟩
  • Yann Le Guen, François Leroy, Guillaume Auzias, Denis Rivière, Antoine Grigis, et al.. The chaotic morphology of the left superior temporal sulcus is genetically constrained. NeuroImage, Elsevier, 2018, 174, pp.297 - 307. ⟨10.1016/j.neuroimage.2018.03.046⟩. ⟨hal-01784749⟩
  • Eva Loth, Tony Charman, Luke Mason, Julian Tillmann, Emily Jones, et al.. The EU-AIMS Longitudinal European Autism Project (LEAP): design and methodologies to identify and validate stratification biomarkers for autism spectrum disorders. Molecular Autism, BioMed Central, 2017, 8 (24), ⟨10.1186/s13229-017-0146-8⟩. ⟨pasteur-01967232⟩
  • El Chérif Ibrahim, Vincent Guillemot, Magali Comte, Arthur Tenenhaus, Xavier Zendjidjian, et al.. Modeling a linkage between blood transcriptional expression and activity in brain regions to infer the phenotype of schizophrenia patients. npj Schizophrenia, Nature Publishing Group, 2017, 3, pp.27. ⟨10.1038/s41537-017-0027-3⟩. ⟨hal-01583472⟩
  • Tulio Guadalupe, Samuel R. Mathias, Theo G. M. Vanerp, Christopher D. Whelan, Marcel P. Zwiers, et al.. Human subcortical brain asymmetries in 15,847 people worldwide reveal effects of age and sex. Brain imaging and behavior (Brain Imaging Behav), Secaucus, NJ : Springer, 2017, 11 (5), pp.1497-1514. ⟨10.1007/s11682-016-9629-z⟩. ⟨hal-01382787⟩
  • Yann Le Guen, Guillaume Auzias, François Leroy, Marion Noulhiane, Ghislaine Dehaene-Lambertz, et al.. Genetic Influence on the Sulcal Pits: On the Origin of the First Cortical Folds. Cerebral Cortex, Oxford University Press (OUP), 2017, pp.1 - 12. ⟨10.1093/cercor/bhx098⟩. ⟨hal-01527005⟩
  • Tony Charman, Eva Loth, Julian Tillmann, Daisy Crawley, Caroline Wooldridge, et al.. The EU-AIMS Longitudinal European Autism Project (LEAP): clinical characterisation. Molecular Autism, BioMed Central, 2017, 8, pp.27. ⟨10.1186/s13229-017-0145-9⟩. ⟨pasteur-01967230⟩
  • Grégory Operto, Marie Chupin, Bénédicte Batrancourt, Marie-Odile Habert, Olivier Colliot, et al.. CATI: A Large Distributed Infrastructure for the Neuroimaging of Cohorts. Neuroinformatics, Springer, 2016, pp.1-12. ⟨10.1007/s12021-016-9295-8⟩. ⟨hal-01303094⟩
  • Scott Mackey, Bader Chaarani, Kees-Jan Kan, Philip Spechler, Catherine Orr, et al.. Brain regions related to impulsivity mediate the effects of early adversity on antisocial behavior. Biological Psychiatry, Elsevier, 2016, ⟨10.1016/j.biopsych.2015.12.027⟩. ⟨hal-01276585⟩
  • Philip A. Spechler, Catherine A. Orr, Bader Chaarani, Kees-Jan Kan, Scott Mackey, et al.. Cannabis use in early adolescence: Evidence of amygdala hypersensitivity to signals of threat. Developmental Cognitive Neuroscience, Elsevier, 2015, ⟨10.1016/j.dcn.2015.08.007⟩. ⟨cea-01221896⟩
  • Claire Cury, Roberto Toro, Fanny Cohen, Clara Fischer, Amel Mhaya, et al.. Incomplete Hippocampal Inversion: A Comprehensive MRI Study of Over 2000 Subjects. Frontiers in Neuroanatomy, Frontiers, 2015, 9, pp.160. ⟨10.3389/fnana.2015.00160⟩. ⟨hal-01251239⟩
  • Argyris Stringaris, Pablo Vidal-Ribas Belil, Eric Artiges, Hervé Lemaitre, Fanny Gollier-Briant, et al.. The Brain’s Response to Reward Anticipation and Depression in Adolescence: Dimensionality, Specificity, and Longitudinal Predictions in a Community-Based Sample. American Journal of Psychiatry, American Psychiatric Publishing, 2015, ⟨10.1176/appi.ajp.2015.14101298⟩. ⟨cea-01221894⟩
  • Arthur Tenenhaus, Cathy Philippe, Vincent Frouin. Kernel Generalized Canonical Correlation Analysis. Computational Statistics and Data Analysis, Elsevier, 2015, 90 (C), pp.114-131. ⟨10.1016/j.csda.2015.04.004⟩. ⟨hal-01238943⟩
  • Javier Ortuño-Sierra, Eduardo Fonseca-Pedrero, Rebeca Aritio-Solana, Alvaro Moreno Velasco, Edurne Chocarro de Luis, et al.. New evidence of factor structure and measurement invariance of the SDQ across five European nations. European Child and Adolescent Psychiatry, Springer Verlag (Germany), 2015, ⟨10.1007/s00787-015-0729-x⟩. ⟨cea-01221880⟩
  • Sami Benzina, Amandine Pitaval, Claudie Lemercier, Celine Lustremant, Vincent Frouin, et al.. A kinome-targeted RNAi-based screen links FGF signaling to H2AX phosphorylation in response to radiation. Cellular and Molecular Life Sciences, Springer Verlag, 2015, 72 (18), pp.3559-3573. ⟨10.1007/s00018-015-1901-7⟩. ⟨hal-02108972⟩
  • Dimitri Papadopoulos Orfanos, Vincent Michel, Yannick Schwartz, Philippe Pinel, Antonio Moreno, et al.. The Brainomics/Localizer database. NeuroImage, Elsevier, 2015, Data Sharing, ⟨10.1016/j.neuroimage.2015.09.052⟩. ⟨cea-01213448⟩
  • Benoit da Mota, Radu Tudoran, Alexandru Costan, Gaël Varoquaux, Goetz Brasche, et al.. Machine Learning Patterns for Neuroimaging-Genetic Studies in the Cloud. Frontiers in Neuroinformatics, Frontiers, 2014, Recent advances and the future generation of neuroinformatics infrastructure, 8, ⟨10.3389/fninf.2014.00031⟩. ⟨hal-01057325⟩
  • Arthur Tenenhaus, Cathy Philippe, Vincent Guillemot, Kim-Anh Le Cao, Jacques Grill, et al.. Variable Selection for Generalized Canonical Correlation Analysis. Biostatistics, Oxford University Press (OUP), 2014, 15 (3), pp.569-583. ⟨hal-01071432⟩
  • Paul Thompson, Jason Stein, Sarah Medland, Derrek Hibar, Alejandro Vasquez, et al.. The ENIGMA Consortium: large-scale collaborative analyses of neuroimaging and genetic data. Brain imaging and behavior (Brain Imaging Behav), Secaucus, NJ : Springer, 2014, 8 (2), pp.152-182. ⟨10.1007/s11682-013-9269-5⟩. ⟨pasteur-01967166⟩
  • Jean-François Mangin, Pierre Fillard, Yann Cointepas, Denis Le Bihan, Vincent Frouin, et al.. Toward global tractography.. NeuroImage, Elsevier, 2013, 80, pp.290-6. ⟨10.1016/j.neuroimage.2013.04.009⟩. ⟨hal-00856326⟩
  • Benoit da Mota, Virgile Fritsch, Gaël Varoquaux, Tobias Banaschewski, Gareth J. Barker, et al.. Randomized parcellation based inference.. NeuroImage, Elsevier, 2013, epub ahead of print. ⟨10.1016/j.neuroimage.2013.11.012⟩. ⟨hal-00915243⟩
  • Yannick Schwartz, Alexis Barbot, Benjamin Thyreau, Vincent Frouin, Gaël Varoquaux, et al.. PyXNAT: XNAT in Python. Frontiers in Neuroinformatics, Frontiers, 2012, 6 (12), pp.1-14. ⟨10.3389/fninf.2012.00012⟩. ⟨hal-00782339⟩
  • Édith Le Floch, Vincent Guillemot, Vincent Frouin, Philippe Pinel, Christophe Lalanne, et al.. Significant correlation between a set of genetic polymorphisms and a functional brain network revealed by feature selection and sparse Partial Least Squares.. NeuroImage, Elsevier, 2012, 63 (1), pp.11-24. ⟨10.1016/j.neuroimage.2012.06.061⟩. ⟨hal-00750902⟩
  • Vincent Guillemot, Arthur Tenenhaus, Laurent Le Brusquet, Vincent Frouin. Graph Constrained Discriminant Analysis: A New Method for the Integration of a Graph into a Classification Process. PLoS ONE, Public Library of Science, 2011, 6 (10), pp.e26146. ⟨10.1371/journal.pone.0026146⟩. ⟨hal-00648336⟩
  • Arthur Tenenhaus, Vincent Guillemot, Xavier Gidrol, Vincent Frouin. Gene Association Networks from Microarray Data Using a Regularized Estimation of Partial Correlation Based on the PLS Regression. IEEE/ACM Transactions on Computational Biology and Bioinformatics, Institute of Electrical and Electronics Engineers, 2010, 7 (2), pp.251-262. ⟨hal-00486420⟩
  • Cédric Auliac, Vincent Frouin, Xavier Gidrol, Florence d'Alché-Buc. Evolutionary approaches for the reverse-engineering of gene regulatory networks: a study on a biologically realistic dataset.. BMC Bioinformatics, BioMed Central, 2008, 9, pp.91. ⟨10.1186/1471-2105-9-91⟩. ⟨cea-00307649⟩
  • Albertine Dubois, Anne-Sophie Herard, Guillaume Flandin, Edouard Duchesnay, Laurent Besret, et al.. Quantitative validation of voxel-wise statistical analyses of autoradiographic rat brain volumes: Application to unilateral visual stimulation. NeuroImage, Elsevier, 2008, 40 (2), pp.482-494. ⟨10.1016/j.neuroimage.2007.11.054⟩. ⟨hal-02155677⟩
  • Julien Dauguet, Thierry Delzescaux, Françoise Condé, Jean-François Mangin, Nicholas Ayache, et al.. Three-dimensional reconstruction of stained histological slices and 3D non-linear registration with in-vivo MRI for whole baboon brain. Journal of Neuroscience Methods, Elsevier, 2007, 164 (1), pp.191-204. ⟨inria-00616027⟩
  • Albertine Dubois, Julien Dauguet, Anne-Sophie Herard, Laurent Besret, Edouard Duchesnay, et al.. Automated Three-Dimensional Analysis of Histological and Autoradiographic Rat Brain Sections: Application to an Activation Study. Journal of Cerebral Blood Flow and Metabolism, Nature Publishing Group, 2007, 27 (10), pp.1742-1755. ⟨10.1038/sj.jcbfm.9600470⟩. ⟨hal-02155676⟩

Conference papers28 documents

  • Yann Le Guen, Slim Karkar, Antoine Grigis, Cathy Philippe, Jean-François Mangin, et al.. Heritability of surface area and cortical thickness: a comparison between the Human Connectome Project and the UK Biobank dataset. ISBI 2019 - Proceedings of the IEEE International Symposium on Biomedical Imaging, 2019, Venice, Italy. ⟨cea-02016831⟩
  • Slim Karkar, Yann Le Guen, Cathy Philippe, Claire Dandine-Roulland, Morgane Pierre-Jean, et al.. A study of feasibility for genome-wide haplotype association of complex traits in imaging genetics. BIBM 2018 - Proceedings of The IEEE International Conference on Bioinformatics and Biomedicine, Dec 2018, Madrid, Spain. ⟨cea-02016635⟩
  • Arnaud Gloaguen, Cathy Philippe, Vincent Frouin, Laurent Le Brusquet, Arthur Tenenhaus. Multiway Generalized Canonical Correlation Analysis. Chimiométrie XIX-2018, Jan 2018, Paris, France. ⟨hal-01871151⟩
  • Yann Le Guen, Guillaume Auzias, Ghislaine Dehaene-Lambertz, Francois Leroy, Jean-François Mangin, et al.. Regional study of the genetic influence on the sulcal pits. 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017), Apr 2017, Melbourne, France. ⟨10.1109/ISBI.2017.7950472⟩. ⟨hal-01784779⟩
  • Claire Cury, Roberto Toro, Fanny Cohen, Amel Mhaya, Dominique Hasboun, et al.. Characterization of Incomplete Hippocampal Inversions in a large dataset of young healthy subjects. Human Brain Mapping - 2015, Jun 2015, Honolulu, United States. ⟨hal-01212219⟩
  • Hélène Lajous, Benoit Da Mota, Jinpeng Li, Edouard Duchesnay, Hervé Lemaître, et al.. Voxelwise genome-wide association study on gray matter volume reveals a SLC39A8 variant associated with subcortical structures. Journées RITS 2015, Mar 2015, Dourdan, France. p32-32 Section imagerie génétique. ⟨inserm-01145592⟩
  • Claire Cury, Joan Glaunés, Roberto Toro, Gunter Schumann, Vincent Frouin, et al.. Statistical shape analysis of large datasets using diffeomorphic iterative centroids. Human Brain Mapping - 2015, Jun 2015, Honolulu, United States. ⟨hal-01212226⟩
  • David Goyard, Antoine Grigis, Dimitri Papadopoulos Orfanos, Vincent Michel, Vincent Frouin, et al.. Brainomics: Harnessing the CubicWeb semantic framework to manage large neuromaging genetics shared resources. Journées RITS 2015, Mar 2015, Dourdan, France. p34-35 Section imagerie génétique. ⟨inserm-01145600⟩
  • Cathy Philippe, Arthur Tenenhaus, Vincent Guillemot, Jacques Grill, Vincent Frouin. Multiblock analysis of omics and imaging data with variable selection. Journées RITS 2015, Mar 2015, Dourdan, France. pp.P28-29 Section imagerie génétique. ⟨inserm-01145569⟩
  • Cathy Philippe, Arthur Tenenhaus, Vincent Frouin, Vincent Guillemot. Multiblock Logistic Regression for High Dimensional Data. PLS 2014, May 2014, Paris, France. ⟨hal-01103734⟩
  • Tommy Lofstedt, Fouad Hadj-Selem, Vincent Guillemot, Cathy Philippe, Edouard Duchesnay, et al.. Structured variable selection for generalized canonical correlation analysis. PLS’14, May 2014, Paris, France. ⟨hal-01084048⟩
  • Vincent Guillemot, Arthur Tenenhaus, Edouard Duchesnay, Jean-Baptiste Poline, Vincent Frouin. A multi-block approach in imaging genetics. 9th International Imaging Genetics Conference, Jan 2013, Irvine, California, United States. pp.Poster 13. ⟨hal-00862310⟩
  • Vincent Michel, Yannick Schwartz, Philippe Pinel, Olivier Cayrol, Antonio Moreno, et al.. Brainomics: A management system for exploring and merging heterogeneous brain mapping data. OHBM 2013 19th Annual Meeting of the Organization for Human Brain Mapping, Jun 2013, Seattle, United States. ⟨cea-00904768⟩
  • Virgile Fritsch, Benoit Da Mota, Gaël Varoquaux, Vincent Frouin, Eva Loth, et al.. Robust Group-Level Inference in Neuroimaging Genetic Studies. Pattern Recognition in Neuroimaging, Jun 2013, Philadelphie, United States. ⟨hal-00833953⟩
  • Benoit Da Mota, Virgile Fritsch, Gaël Varoquaux, Vincent Frouin, Jean-Baptiste Poline, et al.. Enhancing the Reproducibility of Group Analysis with Randomized Brain Parcellations. MICCAI - 16th International Conference on Medical Image Computing and Computer Assisted Intervention - 2013, Sep 2013, Nagoya, Japan. ⟨hal-00832616⟩
  • Edith Le Floch, Laura Trinchera, Arthur Tenenhaus, Jean-Baptiste Poline, Vincent Frouin, et al.. Dimension reduction and regularisation combined with Partial Least Squares in high dimensional imaging-genetics studies. PLS'12, May 2012, Houston, United States. CD-ROM Proceedings (8 p.). ⟨hal-00752233⟩
  • Benoit Da Mota, Michael Eickenberg, Soizic Laguitton, Vincent Frouin, Gaël Varoquaux, et al.. A MapReduce Approach for Ridge Regression in Neuroimaging-Genetic Studies. 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. ⟨hal-00730385⟩
  • Benoit Da Mota, Vincent Frouin, Edouard Duchesnay, Soizic Laguitton, Gaël Varoquaux, et al.. A fast computational framework for genome-wide association studies with neuroimaging data. 20th International Conference on Computational Statistics (COMPSTAT 2012), Aug 2012, Limassol, Cyprus. ⟨hal-00720265⟩
  • Jean-Baptiste Poline, Christophe Lalanne, Arthur Tenenhaus, Edouard Duchesnay, Bertrand Thirion, et al.. Imaging genetics: bio-informatics and bio-statistics challenges. 19th International Conference on Computational Statistics, Aug 2010, Paris, France. ⟨inria-00523236⟩
  • Vincent Guillemot, Arthur Tenenhaus, Vincent Frouin. Une variante des tests de sphéricité pour l'adéquation de données transcriptomiques à un graphe de régulations génétiques. Journée Ouverte en Biologie et Mathématiques (JOBIM'09), Jun 2009, Nantes, France. pp.219-220. ⟨hal-00421943⟩
  • Vincent Guillemot, Laurent Le Brusquet, Arthur Tenenhaus, Vincent Frouin. Graph-Constrained Discriminant Analysis of functional genomics data. IEEE International Conference on Bioinformatics and Biomedicine Worshops, Nov 2008, Philadelphia, United States. pp. 207-210, ⟨10.1109/BIBMW.2008.4686237⟩. ⟨hal-00346450⟩
  • Vincent Guillemot, Cathy Philippe, Arthur Tenenhaus, Jérôme Rollin, Vincent Frouin. Grouping levels of exposure with same observable effects before class prediction in toxicogenomics.. IEEE Computer Society, Biotechno08, International Conference on Bioinformatics, and Biomedical Technologies, Digital Library, 2008, France. pp. 164-169, ⟨10.1109/BIOTECHNO.2008.17⟩. ⟨hal-00321714⟩
  • Vincent Guillemot, Vincent Frouin, Laurent Le Brusquet, Gilles Fleury. Identification of differentially expressed genes: a comparison between wrapper and filter methods. Proceedings of the International Workshop on Machine Learning in Systems Biology, Sep 2007, Evry, France. ⟨hal-00257928⟩
  • Cédric Auliac, Vincent Frouin, Florence d'Alché-Buc. Approches évolutionnaires pour l'apprentissage de réseaux de régulation transcriptionnelle.. Conférence francophone sur l'Apprentissage automatique (CAp), 2007, Grenoble, France. pp.(Elec. Proc.). ⟨hal-00341913⟩
  • Cédric Auliac, Florence d'Alché-Buc, Vincent Frouin. Learning Transcriptional Regulatory Networks with Evolutionary Algorithms Enhanced with Niching. 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⟩. ⟨hal-00341912⟩
  • Julien Dauguet, Jean-François Mangin, Thierry Delzescaux, Vincent Frouin. Robust Inter-Slice Intensity Normalization using Histogram Scale-Space Analysis. Proc. of MICCAI'04, 2004, Saint-Malo, France, France. pp.242--249. ⟨inria-00615980⟩
  • Julien Dauguet, Vincent Frouin, Y. Cointepas, D. Hervé, Nicholas Ayache, et al.. Robust segmentation of the thalamus using Kohonen algorithm from diffusion tensor image. Proc of Int. Soc. for Magnetic Resonance in Medicine (ISMRM) 11th Scientific meeting, 2003, Toronto, Canada. ⟨inria-00615955⟩
  • Thierry Delzescaux, Julien Dauguet, F. Condé, R. Maroy, Vincent Frouin. Using 3D Non Rigid FFD-Based Method to Register post mortem 3D Histological Data and in vivo MRI of a Baboon Brain. Medical image computing and computer-assisted intervention (MICCAI 2003), 2003, Montreal, Canada, Canada. pp.965--966. ⟨inria-00615948⟩

Poster communications1 document

  • Claire Cury, Marzia A Scelzi, Roberto Toro, Vincent Frouin, Eric Artiges, et al.. On the genetic bases of incomplete hippocampal inversion: a genome-wide association study. OHBM 2019 - Annual Meeting on Organization for Human Brain Mapping, Jun 2019, Rome, Italy. ⟨inserm-02074616⟩

Book sections2 documents

  • Tommy Lofstedt, Fouad Hadj-Selem, Vincent Guillemot, Cathy Philippe, Edouard Duchesnay, et al.. Structured Variable Selection for Regularized Generalized Canonical Correlation Analysis, The Multiple Facets of Partial Least Squares and Related Methods . 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 ⟩. ⟨hal-01396614⟩
  • Edith Le Floch, Laura Trinchera, Vincent Guillemot, Arthur Tenenhaus, Jean-Baptiste Poline, et al.. Dimension Reduction and Regularization Combined with Partial Least Squares in High Dimensional Imaging Genetics Studies. New Perspectives in Partial Least Squares and Related Methods, Springer, pp.147-158, 2013, Springer Proceedings in Mathematics & Statistics, ⟨10.1007/978-1-4614-8283-3_9⟩. ⟨hal-01068983⟩

Preprints, Working Papers, ...6 documents

  • Claire Cury, Joan Alexis Glaunès, Roberto Toro, Marie Chupin, Gunter Schumann, et al.. Statistical shape analysis of large datasets based on diffeomorphic iterative centroids. 2019. ⟨hal-01832191⟩
  • Fouad Hadj-Selem, Tommy Löfstedt, Elvis Dohmatob, Vincent Frouin, Mathieu Dubois, et al.. Supplementary material: Continuation of Nesterov's Smoothing for Regression with Structured Sparsity in High-Dimensional Neuroimaging. 2016. ⟨cea-01324021v4⟩
  • Tommy Lofstedt, Fouad Hadj-Selem, Vincent Guillemot, Cathy Philippe, Edouard Duchesnay, et al.. Structured variable selection for generalized canonical correlation analysis. 2015. ⟨hal-01238991⟩
  • Mathieu Dubois, Fouad Hadj-Selem, Tommy Lofstedt, Matthieu Perrot, Clara Fischer, et al.. Predictive support recovery with TV-Elastic Net penalty and logistic regression: an application to structural MRI. 2014. ⟨cea-01016145⟩
  • Tommy Lofstedt, Vincent Guillemot, Vincent Frouin, Édouard Duchesnay, Fouad Hadj-Selem. Simulated Data for Linear Regression with Structured and Sparse Penalties. 2014. ⟨cea-00914960v3⟩
  • Vincent Guillemot, Laurent Le Brusquet, Arthur Tenenhaus, Vincent Frouin. Analyse différentielle de puces à ADN. Comparaison entre méthodes wrapper et filter.. 2007. ⟨cea-00327206⟩