Number of documents

33

Guillaume Auzias


Permanent researcher at CNRS (French National Scientific Research Center).

In a few words: interdisciplinary research in medical imaging.
I mix various aspects of applied mathematics, image processing, and data analysis to design, implement, evaluate and make available to the community new advanced and original tools; with the long term goal of helping to improve the diagnosis and monitoring of patients.


Journal articles16 documents

  • J. Lebenberg, M. Labit, Guillaume Auzias, H. Mohlberg, C. Fischer, et al.. A framework based on sulcal constraints to align preterm, infant and adult human brain images acquired in vivo and post mortem. Brain Structure and Function, Springer Verlag, 2018, ⟨10.1007/s00429-018-1735-9⟩. ⟨hal-01869605⟩
  • Julien Lefèvre, Antonietta Pepe, Jennifer Muscato, François de Guio, Nadine Girard, et al.. SPANOL (SPectral ANalysis of Lobes): A Spectral Clustering Framework for Individual and Group Parcellation of Cortical Surfaces in Lobes. Frontiers in Neuroscience, Frontiers, 2018, 12, ⟨10.3389/fnins.2018.00354⟩. ⟨hal-01868581⟩
  • 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⟩
  • Andrea Brovelli, Jean-Michel Badier, Francesca Bonini, Fabrice Bartolomei, Xolivier Coulon, et al.. Dynamic Reconfiguration of Visuomotor-Related Functional Connectivity Networks. Journal of Neuroscience, Society for Neuroscience, 2017, ⟨10.1523/JNEUROSCI.1672-16.2016⟩. ⟨hal-02088316⟩
  • 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⟩
  • Sylvain Takerkart, Guillaume Auzias, Lucile Brun, Olivier Coulon. Structural Graph-Based Morphometry: a multiscale searchlight framework based on sulcal pits. Medical Image Analysis, Elsevier, 2017, 35, pp.32-45. ⟨10.1016/j.media.2016.04.011⟩. ⟨hal-01264416v2⟩
  • Sylvain Takerkart, Guillaume Auzias, Lucile Brun, Olivier Coulon. Structural Graph-Based Morphometry: a multi-scale searchlight framework based on sulcal pits.. Medical Image Analysis, Elsevier, 2017, 35, pp.32-45. ⟨hal-01479323⟩
  • Sarah Boukezzi, Myriam El Khoury-Malhame, Guillaume Auzias, Emmanuelle Reynaud, Pierre-François Rousseau, et al.. Grey matter density changes of structures involved in Posttraumatic Stress Disorder (PTSD) after recovery following Eye Movement Desensitization and Reprocessing (EMDR) therapy. Psychiatry Research: Neuroimaging, Elsevier, 2017, 266, pp.146-152. ⟨10.1016/j.pscychresns.2017.06.009⟩. ⟨hal-02158395⟩
  • Guillaume Auzias, Olivier Coulon, Andrea Brovelli. MarsAtlas: a cortical parcellation atlas for functional mapping. Human Brain Mapping, Wiley, 2016, 37, pp.1573-1592. ⟨10.1002/hbm.23121⟩. ⟨hal-01461819⟩
  • Jean-Michel Badier, Francesca Bonini, Fabrice Bartolomei, Olivier Coulon, Guillaume Auzias, et al.. Dynamic reconfiguration of visuomotor-related functional connectivity networks. Journal of Neuroscience, Society for Neuroscience, 2016, 37 (4), pp.839-853. ⟨10.1523/JNEUROSCI.1672-16.2016⟩. ⟨hal-01464162⟩
  • J.-F. Mangin, J. Lebenberg, S. Lefranc, N. Labra, Guillaume Auzias, et al.. Spatial normalization of brain images and beyond. Medical Image Analysis, Elsevier, 2016, 33, pp.127-133. ⟨10.1016/j.media.2016.06.008⟩. ⟨hal-01464140⟩
  • Farah Wolfe, Guillaume Auzias, Christine Deruelle, Thierry Chaminade. Focal atrophy of hypothalamus associated with third ventricle enlargement in Autism Spectrum Disorder. NeuroReport, Lippincott, Williams & Wilkins, 2015, 26 (17), pp.1017-1022. ⟨10.1097/WNR.0000000000000461⟩. ⟨hal-01461669⟩
  • Sylvain Takerkart, Guillaume Auzias, Bertrand Thirion, Liva Ralaivola. Graph-based inter-subject pattern analysis of fMRI data. PLoS ONE, Public Library of Science, 2014, 10.1371/journal.pone.0104586. ⟨10.1371/journal.pone.0104586⟩. ⟨hal-01027769⟩
  • Fabrizio Pizzagalli, Guillaume Auzias, Chantal Delon-Martin, Michel Dojat. Local landmark alignment for high-resolution fMRI group studies: toward a fine cortical investigation of hand movements in human.. Journal of Neuroscience Methods, Elsevier, 2013, 218 (1), pp.83-95. ⟨10.1016/j.jneumeth.2013.05.005⟩. ⟨inserm-00874380⟩
  • Rémi Cuingnet, Emilie Gerardin, Jérôme Tessieras, Guillaume Auzias, Stéphane Lehéricy, et al.. Automatic classification of patients with Alzheimer's disease from structural MRI: a comparison of ten methods using the ADNI database. NeuroImage, Elsevier, 2011, 56 (2), pp.766-81. ⟨10.1016/j.neuroimage.2010.06.013⟩. ⟨hal-00795739⟩
  • Guillaume Auzias, Olivier Colliot, Joan Alexis Glaunès, Matthieu Perrot, Jean-François Mangin, et al.. Diffeomorphic brain registration under exhaustive sulcal constraints.. IEEE Transactions on Medical Imaging, Institute of Electrical and Electronics Engineers, 2011, 30 (6), pp.1214-1227. ⟨10.1109/TMI.2011.2108665⟩. ⟨hal-00793675⟩

Conference papers13 documents

  • Guillaume Auzias, François Rousseau, Sylvain Takerkart, Nadine Girard, Christine Deruelle, et al.. Quantifying perinatal brain maturation using anatomical MRI. IEEE Engineering in Medicine and Biology Conference (EMBC), 2019, Berlin, Germany. ⟨hal-02286005⟩
  • Irène Kaltenmark, L Brun, Guillaume Auzias, J Lefèvre, C Deruelle, et al.. Sparse description of the cortical surface pediatric development: a sulcal pits study. International Symposium on Biomedical Imaging (ISBI) 2018, Apr 2018, Washington, DC, United States. ⟨hal-01617724⟩
  • 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⟩
  • Pierre Simeone, L Puybasset, Guillaume Auzias, Olivier Coulon, B Lesimple, et al.. A five years longitudinal magnetic resonance imaging study of severe traumatic brain injury patients. Correlation with functional outcome. ESICM LIVE 2016 - Intensive Care Medicine Experimental, 2016, Unknown, Unknown Region. ⟨hal-01490141⟩
  • Fabrizio Pizzagalli, Guillaume Auzias, Peter Kochunov, Joshua Faskowitz, Katie Mcmahon, et al.. Genetic analysis of cortical sulci in 1,009 adults. IEEE International Symposium on Biomedical Imaging, 2016, Prague, Czech Republic. ⟨10.1109/ISBI.2016.7493395⟩. ⟨hal-01464138⟩
  • Julien Lefèvre, Guillaume Auzias. Spherical parameterization for genus zero surfaces using Laplace-Beltrami eigenfunctions. Second International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings, Frank Nielsen Frederic Barbaresco, Oct 2015, Palaiseau, France. ⟨hal-01222933⟩
  • Sylvain Takerkart, Guillaume Auzias, Lucile Brun, Olivier Coulon. Mapping Cortical Shape Differences Using a Searchlight Approach Based On Classification of Sulcal Pit Graphs. International Symposium on Biomedical Imaging: From Nano to Macro, Apr 2015, Brooklyn, United States. ⟨hal-01112776⟩
  • Lucile Brun, Guillaume Auzias, Christine Deruelle, Olivier Coulon. Sulcal pits extraction: reliability and filtering parameter setting. 20th Annual Meeting of the Organization for Human Brain Mapping, 2014, Unknown, Région indéterminée. ⟨hal-01488236⟩
  • Bruno Wicker, Guillaume Auzias, Brigitte Laffont, Olivier Coulon. Explicit processing of everyday social scenes in ASD.. Alpine Brain Imaging Meeting, 2014, Unknown, Région indéterminée. ⟨hal-01488240⟩
  • Olivier Coulon, Guillaume Auzias, Arnaud Le Troter, Grégory Operto, Denis Rivière. Cortical Surface : a BrainVisa toolbox for surface-based processing of neuroimaging data. 19th Annual Meeting of the Organization for Human Brain Mapping, 2013, Seattle, WA, USA, Région indéterminée. ⟨hal-01488252⟩
  • Sylvain Takerkart, Guillaume Auzias, Bertrand Thirion, Daniele Schön, Liva Ralaivola. Graph-based inter-subject classification of local fMRI patterns. Third International Workshop Machine Learning in Medical Imaging - MLMI 2012 (Held in Conjunction with MICCAI 2012), Oct 2012, Nice, France. pp 184-192, ⟨10.1007/978-3-642-35428-1_23⟩. ⟨hal-00818815⟩
  • Guillaume Auzias, Joan Alexis Glaunès, Olivier Colliot, Perrot Matthieu, Jean-François Mangin, et al.. DISCO: a coherent diffeomorphic framework for brain registration under exhaustive sulcal constraints. Medical Image Computing and Computer-Assisted Intervention - MICCAI 2009, Sep 2009, United Kingdom. pp.730-738. ⟨hal-00534432⟩
  • Guillaume Auzias, Joan Alexis Glaunès, Arnaud Cachia, Pascal Cathier, Eric Bardinet, et al.. Multi-Scale Diffeomorphic Cortical Registration Under Manifold Sulcal Constraints. 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, May 2008, France. pp.1127-1130. ⟨hal-00534433⟩

Book sections1 document

  • Jean-François Mangin, Guillaume Auzias, Olivier Coulon, Zhong Sun, Denis Rivière, et al.. Sulci as Landmarks. Toga, Arthur W. Brain Mapping: an Encyclopedic Reference, pp."45 - 52",, 2015. ⟨hal-01487991⟩

Preprints, Working Papers, ...3 documents

  • Irène Kaltenmark, Christine Deruelle, Lucile Brun, Julien Lefèvre, Olivier Coulon, et al.. Cortical inter-subject correspondences with optimal group-wise parcellation and sulcal pits labeling. 2018. ⟨hal-01950578⟩
  • Antonietta Pepe, Guillaume Auzias, François de Guio, François Rousseau, David Germanaud, et al.. SPECTRAL CLUSTERING BASED PARCELLATION OF FETAL BRAIN MRI. 2015. ⟨hal-01114989⟩
  • Guillaume Auzias, François de Guio, Antonietta Pepe, François Rousseau, Jean-François Mangin, et al.. MODEL-DRIVEN PARAMETERIZATION OF FETAL CORTICAL SURFACES. 2015. ⟨hal-01114993⟩