Vincent Frouin

Yannick Schwartz, Alexis Barbot, Benjamin Thyreau, Vincent Frouin, Gaël Varoquaux, Aditya Siram, Daniel Marcus, Jean-Baptiste Poline: PyXNAT: XNAT in Python. CoRR abs/1301.6952 (2013)

Benjamin Thyreau, Yannick Schwartz, Bertrand Thirion, Vincent Frouin, Eva Loth, Sabine Vollstädt-Klein, Tomas Paus, Eric Artiges, Patricia J. Conrod, Gunter Schumann, Robert Whelan, Jean-Baptiste Poline: Very large fMRI study using the IMAGEN database: Sensitivity-specificity and population effect modeling in relation to the underlying anatomy. NeuroImage 61(1): 295-303 (2012)

Edith Le Floch, Vincent Guillemot, Vincent Frouin, Philippe Pinel, Christophe Lalanne, Laura Trinchera, Arthur Tenenhaus, Antonio Moreno, Monica Zilbovicius, Thomas Bourgeron, Stanislas Dehaene, Bertrand Thirion, Jean-Baptiste Poline, Edouard Duchesnay: Significant correlation between a set of genetic polymorphisms and a functional brain network revealed by feature selection and sparse Partial Least Squares. NeuroImage 63(1): 11-24 (2012)

Edith Le Floch, Philippe Pinel, Arthur Tenenhaus, Laura Trinchera, Jean-Baptiste Poline, Vincent Frouin, Edouard Duchesnay: Discovering associations in high dimensional imaging-genetics data: A comparison study of dimension reduction and regularisation strategies combined with partial least squares. ISBI 2012: 1503-1506

Jessica Lebenberg, Anne-Sophie Hérard, Albertine Dubois, Julien Dauguet, Vincent Frouin, Marc Dhenain, Philippe Hantraye, Thierry Delzescaux: Validation of MRI-based 3D digital atlas registration with histological and autoradiographic volumes: An anatomofunctional transgenic mouse brain imaging study. NeuroImage 51(3): 1037-1046 (2010)

Arthur Tenenhaus, Vincent Guillemot, Xavier Gidrol, Vincent Frouin: Gene Association Networks from Microarray Data Using a Regularized Estimation of Partial Correlation Based on PLS Regression. IEEE/ACM Trans. Comput. Biology Bioinform. 7(2): 251-262 (2010)

Jessica Lebenberg, Anne-Sophie Hérard, Albertine Dubois, Marc Dhenain, Philippe Hantraye, Vincent Frouin, Thierry Delzescaux: Segmentation of Anatomo-Functional 3D Post Mortem Data Using a MRI-Based 3D Digital Atlas: Transgenic Mouse Brains Study. ISBI 2009: 1179-1182

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 9 (2008)

Renaud Maroy, Raphaël Boisgard, Claude Comtat, Vincent Frouin, Pascal Cathier, Edouard Duchesnay, Frédéric Dollé, Peter E. Nielsen, Régine Trébossen, Bertrand Tavitian: Segmentation of Rodent Whole-Body Dynamic PET Images: An Unsupervised Method Based on Voxel Dynamics. IEEE Trans. Med. Imaging 27(3): 342-354 (2008)

Vincent Guillemot, Cathy Philippe, Arthur Tenenhaus, Jérôme Rollin, Xavier Gidrol, Vincent Frouin: Grouping Levels of Exposure with Same Observable Effects before Class Prediction in Toxicogenomics. BIOTECHNO 2008: 164-169

Cédric Auliac, Florence d'Alché-Buc, Vincent Frouin: Learning Transcriptional Regulatory Networks with Evolutionary Algorithms Enhanced with Niching. WILF 2007: 612-619

Julien Dauguet, Jean-Francois Mangin, Thierry Delzescaux, Vincent Frouin: Robust Inter-slice Intensity Normalization Using Histogram Scale-Space Analysis. MICCAI (1) 2004: 242-249

Thierry Delzescaux, Julien Dauguet, Françoise Condé, Renaud 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. MICCAI (2) 2003: 965-966

Denis Rivière, Jean-François Mangin, Dimitri Papadopoulos-Orfanos, Jean-Marc Martinez, Vincent Frouin, Jean Régis: Automatic recognition of cortical sulci of the human brain using a congregation of neural networks. Medical Image Analysis 6(2): 77-92 (2002)

Denis Rivière, Jean-Francois Mangin, Jean-Marc Martinez, Florence Tupin, Dimitri Papadopoulos-Orfanos, Vincent Frouin: Relational Graph Labelling Using Learning Techniques and Markov Random Fields. ICPR (2) 2002: 172-175

Cyril Poupon, Jean-Francois Mangin, C. A. Clark, Vincent Frouin, Jean Régis, Denis Le Bihan, Isabelle Bloch: Towards inference of human brain connectivity from MR diffusion tensor data. Medical Image Analysis 5(1): 1-15 (2001)

Frédérique Frouin, Paté Boubacar, Vincent Frouin, Alain De Cesare, Andrew Todd-Pokropek, Pascal Merlet, Alain Herment: 3D Regularisation and Segmentation of Factor Volumes to Process PET H₂O Myocardial Perfusion Studies. FIMH 2001: 91-96

Denis Rivière, Jean-Francois Mangin, Dimitri Papadopoulos-Orfanos, Jean-Marc Martinez, Vincent Frouin, Jean Régis: Automatic Recognition of Cortical Sulci Using a Congregation of Neural Networks. MICCAI 2000: 40-49

Olivier Coulon, Jean-Francois Mangin, Jean-Baptiste Poline, Vincent Frouin, Isabelle Bloch: Structural Group Analysis of Functional Maps. IPMI 1999: 448-453

Cyril Poupon, C. A. Clark, Vincent Frouin, Denis Le Bihan, Isabelle Bloch, Jean-Francois Mangin: Inferring the Brain Connectivitiy from MR Diffusion Tensor Data. MICCAI 1999: 453-462

Cyril Poupon, Jean-Francois Mangin, Vincent Frouin, Jean Régis, Fabrice Poupon, M. Pachot-Clouard, Denis Le Bihan, Isabelle Bloch: Regularization of MR Diffusion Tensor Maps for Tracking Brain White Matter Bundles. MICCAI 1998: 489-498

Fabrice Poupon, Jean-Francois Mangin, Dominique Hasboun, Cyril Poupon, Isabelle E. Magnin, Vincent Frouin: Multi-object Deformable Templates Dedicated to the Segmentation of Brain Deep Structures. MICCAI 1998: 1134-1143

Jean-Francois Mangin, Olivier Coulon, Vincent Frouin: Robust Brain Segmentation Using Histogram Scale-Space Analysis and Mathematical Morphology. MICCAI 1998: 1230-1241

Denis Rivière, Jean-Francois Mangin, Jean-Marc Martinez, F. Chavand, Vincent Frouin: Neural Network Based Learning of Local Compatibilities for Segment Grouping. SSPR/SPR 1998: 349-358

Anne Manceaux-Demiau, Jean-Francois Mangin, Jean Régis, Olivier Pizzato, Vincent Frouin: Differential features of cortical folds. CVRMed 1997: 439-448

Olivier Coulon, Isabelle Bloch, Vincent Frouin, Jean-Francois Mangin: Multiscale Measures in Linear Scale-Space for Characterizing Cerebral Functional Activations in 3D PET Difference Images. Scale-Space 1997: 188-199

Jean-François Mangin, Vincent Frouin, Isabelle Bloch, Jean Régis, Jaime López-Krahe: From 3D magnetic resonance images to structural representations of the cortex topography using topology preserving deformations. Journal of Mathematical Imaging and Vision 5(4): 297-318 (1995)

Jean-Francois Mangin, Jean Régis, Isabelle Bloch, Vincent Frouin, Y. Samson, Jaime López-Krahe: A MRF Based Random Graph Modelling the Human Cortical Topography. CVRMed 1995: 177-183

Vincent Frouin, Jean-François Mangin, Jean Régis, Bernard Bendriem: A 3-D interactive editor for brain cortical sulcal anatomy labelling. CBMS 1994: 323-328