guillaume Auzias

62
Documents

Présentation

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.

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Publications

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THE SULCAL PATTERNS OF THE OCCIPITO-TEMPORAL AND ANTERIOR CINGULATE CORTICES INFLUENCE READING AND WRITING IN CHILDREN AND ADULTS

A Cachia , C Dupont , S Palmis , I Menu , G Auzias et al.
Cerebral Cortex, 2025, 35 (6)
Article dans une revue hal-05125753 v1
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Burst of gyrification in the human brain after birth

Angeline Mihailov , Alexandre Pron , Julien Lefèvre , Christine Deruelle , Béatrice Desnous et al.
Communications Biology, 2025, 8, pp.805. ⟨10.1038/s42003-025-08155-z⟩
Article dans une revue hal-05115252 v1
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Large‐scale analysis of structural brain asymmetries during neurodevelopment: Associations with age and sex in 4265 children and adolescents

F. Kurth , D. Schijven , O. van den Heuvel , M. Hoogman , D. van Rooij et al.
Human Brain Mapping, 2024, 45 (11), ⟨10.1002/hbm.26754⟩
Article dans une revue hal-04668339 v1
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FetMRQC: A robust quality control system for multi-centric fetal brain MRI

Thomas Sanchez , Oscar Esteban , Yvan Gomez , Alexandre Pron , Mériam Koob et al.
Medical Image Analysis, 2024, 97, pp.103282. ⟨10.1016/j.media.2024.103282⟩
Article dans une revue hal-04668334 v1
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Anatomo-functional correspondence in the voice-selective regions of human prefrontal cortex

Melina Cordeau , Ihsane Bichoutar , David Meunier , Kep Kee Loh , Isaure Michaud et al.
Article dans une revue hal-04249911 v1
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Population-wise Labeling of Sulcal Graphs using Multi-graph Matching

Rohit Yadav , François-Xavier Dupé , S. Takerkart , Guillaume Auzias
Article dans une revue hal-03963359 v3
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Author Correction: Altered structural brain asymmetry in autism spectrum disorder in a study of 54 datasets

Merel Postema , Daan van Rooij , Evdokia Anagnostou , Celso Arango , Guillaume Auzias et al.
Nature Communications, 2021, 12 (1), pp.7260. ⟨10.1038/s41467-021-27519-7⟩
Article dans une revue hal-03866884 v1
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Brainhack: Developing a culture of open, inclusive, community-driven neuroscience

Rémi Gau , Stephanie Noble , Katja Heuer , Katherine Bottenhorn , Isil Bilgin et al.
Neuron, 2021, 109 (11), pp.1769-1775. ⟨10.1016/j.neuron.2021.04.001⟩
Article dans une revue inserm-03221248 v1
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Subcortical Brain Volume, Regional Cortical Thickness, and Cortical Surface Area Across Disorders: Findings From the ENIGMA ADHD, ASD, and OCD Working Groups

Premika S.W. Boedhoe , Daan van Rooij , Martine Hoogman , Jos W.R. Twisk , Lianne Schmaal et al.
The American Journal of Psychiatry, 2020, 177 (9), pp.834-843. ⟨10.1176/appi.ajp.2020.19030331⟩
Article dans une revue hal-03026965 v1
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The reliability and heritability of cortical folds and their genetic correlations across hemispheres

Fabrizio Pizzagalli , Guillaume Auzias , Qifan Yang , Samuel Mathias , Joshua Faskowitz et al.
Communications Biology, 2020, 3 (1), ⟨10.1038/s42003-020-01163-1⟩
Article dans une revue hal-03026964 v1
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Virtual Histology of Cortical Thickness and Shared Neurobiology in 6 Psychiatric Disorders

Yash Patel , Nadine Parker , Jean Shin , Derek Howard , Leon French et al.
Article dans une revue hal-03026968 v1
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MORPHOLOGY OF THE SUPERIOR TEMPORAL SULCUS IN PATIENTS WITH SCHIZOPHRENIA: A MARKER OF GENETIC OR ENVIRONMENTAL VULNERABILITY?

Baptiste Lerosier , Sonia Dollfus , Sylvain Takerkart , Guillaume Auzias , Olivier M Etard et al.
Schizophrenia Bulletin, 2020, 2020 Congress of the Schizophrenia International Research Society (SIRS), 46 (Supplement_1), pp.S138-S139. ⟨10.1093/schbul/sbaa030.327⟩
Article dans une revue hal-03026509 v1
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Journal Pre-proof Group-level cortical surface parcellation with sulcal pits labeling

Irène Kaltenmark , Christine Deruelle , Lucile Brun , Julien Lefèvre , Olivier A Coulon et al.
Medical Image Analysis, 2020, pp.101749. ⟨10.1016/j.media.2020.101749⟩
Article dans une revue hal-02923506 v1
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Consortium neuroscience of attention deficit/hyperactivity disorder and autism spectrum disorder: The ENIGMA adventure

Martine Hoogman , Daan Rooij , Marieke Klein , Premika Boedhoe , Iva Ilioska et al.
Human Brain Mapping, 2020, ⟨10.1002/hbm.25029⟩
Article dans une revue hal-03026971 v1
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Altered structural brain asymmetry in autism spectrum disorder in a study of 54 datasets

Merel Postema , Daan D van Rooij , Evdokia Anagnostou , Celso Arango , Guillaume M Auzias et al.
Nature Communications, 2019, 10 (1), ⟨10.1038/s41467-019-13005-8⟩
Article dans une revue hal-02365089 v1

The chaotic morphology of the left superior temporal sulcus is genetically constrained

Yann Le Guen , François Leroy , Guillaume Auzias , Denis Rivière , Antoine Grigis et al.
NeuroImage, 2018, 174, pp.297 - 307. ⟨10.1016/j.neuroimage.2018.03.046⟩
Article dans une revue hal-01784749 v1

Cortical and Subcortical Brain Morphometry Differences Between Patients With Autism Spectrum Disorder and Healthy Individuals Across the Lifespan: Results From the ENIGMA ASD Working Group

Daan D van Rooij , Evdokia Anagnostou , Celso Arango , Guillaume M Auzias , Marlene Behrmann et al.
The American Journal of Psychiatry, 2018, 175 (4), pp.359-369. ⟨10.1176/appi.ajp.2017.17010100⟩
Article dans une revue hal-02364077 v1
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A framework based on sulcal constraints to align preterm, infant and adult human brain images acquired in vivo and post mortem

J. Lebenberg , M. Labit , G. Auzias , H. Mohlberg , C. Fischer et al.
Brain Structure and Function, 2018, 223 (9), pp.4153-4168. ⟨10.1007/s00429-018-1735-9⟩
Article dans une revue hal-02005978 v1
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SPANOL (SPectral ANalysis of Lobes): A Spectral Clustering Framework for Individual and Group Parcellation of Cortical Surfaces in Lobes

Julien Lefèvre , Antonietta Pepe , Jennifer Muscato , François de Guio , Nadine Girard et al.
Frontiers in Neuroscience, 2018, 12, ⟨10.3389/fnins.2018.00354⟩
Article dans une revue hal-01868581 v1

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-Lambertz et al.
Cerebral Cortex, 2017, pp.1 - 12. ⟨10.1093/cercor/bhx098⟩
Article dans une revue hal-01527005 v1
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Grey matter density changes of structures involved in Posttraumatic Stress Disorder (PTSD) after recovery following Eye Movement Desensitization and Reprocessing (EMDR) therapy

Sarah Boukezzi , Myriam El Khoury-Malhame , Guillaume Auzias , Emmanuelle Reynaud , Pierre-François Rousseau et al.
Psychiatry Research: Neuroimaging, 2017, 266, pp.146-152. ⟨10.1016/j.pscychresns.2017.06.009⟩
Article dans une revue hal-02479828 v1
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Structural Graph-Based Morphometry: a multiscale searchlight framework based on sulcal pits

Sylvain Takerkart , Guillaume Auzias , Lucile Brun , Olivier Coulon
Medical Image Analysis, 2017, 35, pp.32-45. ⟨10.1016/j.media.2016.04.011⟩
Article dans une revue hal-01264416 v2
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Dynamic reconfiguration of visuomotor-related functional connectivity networks

Andrea Brovelli , Jean-Michel Badier , Francesca Bonini , Fabrice Bartolomei , Olivier Coulon et al.
Journal of Neuroscience, 2016, 37 (4), pp.839-853. ⟨10.1523/JNEUROSCI.1672-16.2016⟩
Article dans une revue hal-01464162 v1

On the Influence of Confounding Factors in Multisite Brain Morphometry Studies of Developmental Pathologies: Application to Autism Spectrum Disorder

G. Auzias , S. Takerkart , C. Deruelle
IEEE Journal of Biomedical and Health Informatics, 2016, 20 (3), pp.810-817. ⟨10.1109/JBHI.2015.2460012⟩
Article dans une revue hal-02364107 v1

Localized Misfolding Within Broca’s Area as a Distinctive Feature of Autistic Disorder

Lucile Brun , Guillaume M Auzias , Marine Viellard , Nathalie Villeneuve , Nadine Girard et al.
Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, 2016, 1 (2), pp.160-168. ⟨10.1016/j.bpsc.2015.11.003⟩
Article dans une revue hal-02364101 v1
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MarsAtlas: a cortical parcellation atlas for functional mapping

Guillaume Auzias , Olivier Coulon , Andrea Brovelli
Human Brain Mapping, 2016, 37, pp.1573-1592. ⟨10.1002/hbm.23121⟩
Article dans une revue hal-01461819 v1
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Spatial normalization of brain images and beyond

J.-F. Mangin , J. Lebenberg , S. Lefranc , N. Labra , Guillaume Auzias et al.
Medical Image Analysis, 2016, 33, pp.127-133. ⟨10.1016/j.media.2016.06.008⟩
Article dans une revue hal-01464140 v1

Benchmark data for sulcal pits extraction algorithms

G. Auzias , L. Brun , C. Deruelle , O. Coulon
Data in Brief, 2015, 5, pp.595-598. ⟨10.1016/j.dib.2015.10.004⟩
Article dans une revue hal-02364091 v1
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Focal atrophy of hypothalamus associated with third ventricle enlargement in Autism Spectrum Disorder

Farah Wolfe , Guillaume Auzias , Christine Deruelle , Thierry Chaminade
NeuroReport, 2015, 26 (17), pp.1017-1022. ⟨10.1097/WNR.0000000000000461⟩
Article dans une revue hal-01461669 v1

Focal atrophy of the hypothalamus associated with third ventricle enlargement in autism spectrum disorder

Farah Wolfe , Guillaume M Auzias , Christine Deruelle , Thierry Chaminade
NeuroReport, 2015, 26 (17), pp.1017-1022. ⟨10.1097/WNR.0000000000000461⟩
Article dans une revue hal-02364104 v1

Deep sulcal landmarks: Algorithmic and conceptual improvements in the definition and extraction of sulcal pits

G. Auzias , L. Brun , C. Deruelle , O. Coulon
NeuroImage, 2015, 111, pp.12-25. ⟨10.1016/j.neuroimage.2015.02.008⟩
Article dans une revue hal-02364111 v1
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Graph-based inter-subject pattern analysis of fMRI data

Sylvain Takerkart , Guillaume Auzias , Bertrand Thirion , Liva Ralaivola
PLoS ONE, 2014, 10.1371/journal.pone.0104586. ⟨10.1371/journal.pone.0104586⟩
Article dans une revue hal-01027769 v1
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Local landmark alignment for high-resolution fMRI group studies: toward a fine cortical investigation of hand movements in human.

Fabrizio Pizzagalli , Guillaume Auzias , Chantal Delon-Martin , Michel Dojat
Journal of Neuroscience Methods, 2013, 218 (1), pp.83-95. ⟨10.1016/j.jneumeth.2013.05.005⟩
Article dans une revue inserm-00874380 v1

Diffeomorphic brain registration under exhaustive sulcal constraints.

Guillaume Auzias , Olivier Colliot , Joan Alexis Glaunès , Matthieu Perrot , Jean-François Mangin et al.
IEEE Transactions on Medical Imaging, 2011, 30 (6), pp.1214-1227. ⟨10.1109/TMI.2011.2108665⟩
Article dans une revue hal-00793675 v1
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Automatic classification of patients with Alzheimer's disease from structural MRI: a comparison of ten methods using the ADNI database

Rémi Cuingnet , Emilie Gerardin , Jérôme Tessieras , Guillaume Auzias , Stéphane Lehéricy et al.
NeuroImage, 2011, 56 (2), pp.766-81. ⟨10.1016/j.neuroimage.2010.06.013⟩
Article dans une revue hal-00795739 v1
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Recalage basé sur l'intersection de coupes orthogonales (ROSI) pour l'estimation du mouvement en IRM cérébrale foetale

Chloé Mercier , Sylvain Faisan , Alexandre Pron , Nadine Girard , Guillaume Auzias et al.
rfiap, Jul 2024, Lille, France
Communication dans un congrès hal-04904724 v1
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SCALE-CONTROLLED SULCAL DEPTH ESTIMATION

Maxime Dieudonne , Guillaume Auzias , Julien Lefèvre
IEEE International Symposium on Biomedical Imaging (ISBI 2024), May 2024, Athens, Greece
Communication dans un congrès hal-04608745 v1
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On the relevance of multi-graph matching for sulcal graphs

R Yadav , François-Xavier Dupé , S Takerkart , G Auzias
IEEE International Conference on Image Processing (ICIP 2022), Oct 2022, Bordeaux, France
Communication dans un congrès hal-03776013 v1
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Kernelized multi-graph matching

François-Xavier Dupé , Rohit Yadav , Guillaume Auzias , S. Takerkart
14th Asian Conference on Machine Learning (ACML 2022), Dec 2022, Hyderabad, India
Communication dans un congrès hal-03809028 v1
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Labelling Sulcal Graphs Across Indiviuals Using Multigraph Matching

N. Buskulic , François-Xavier Dupé , S. Takerkart , Guillaume Auzias
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), Apr 2021, Nice, France. pp.1486-1490, ⟨10.1109/ISBI48211.2021.9434035⟩
Communication dans un congrès hal-03401832 v1
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Quantifying perinatal brain maturation using anatomical MRI

Guillaume Auzias , François Rousseau , Sylvain Takerkart , Nadine Girard , Christine Deruelle et al.
2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019, Berlin, Germany
Communication dans un congrès hal-02286005 v1
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Sparse description of the cortical surface pediatric development: a sulcal pits study

Irène Kaltenmark , L Brun , Guillaume Auzias , J Lefèvre , C Deruelle et al.
International Symposium on Biomedical Imaging (ISBI) 2018, Apr 2018, Washington, DC, United States
Communication dans un congrès hal-01617724 v1

Sulcal-based morphometry in Parkinson’s disease: a study of reliability and disease effects

Fabrizio Pizzagalli , Guillaume Auzias , Armand Amini , Joshua Faskowitz , Faisal Rashid et al.
14th International Symposium on Medical Information Processing and Analysis, Oct 2018, Mazatlán, France. pp.33, ⟨10.1117/12.2511590⟩
Communication dans un congrès hal-03026975 v1

Regional study of the genetic influence on the sulcal pits

Yann Le Guen , Guillaume Auzias , Ghislaine Dehaene-Lambertz , Francois Leroy , Jean-François Mangin et 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-01784779 v1
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Genetic analysis of cortical sulci in 1,009 adults

Fabrizio M Pizzagalli , Guillaume M Auzias , Peter M Kochunov , Joshua M Faskowitz , Katie M Mcmahon et al.
IEEE International Symposium on Biomedical Imaging, 2016, Prague, Czech Republic. ⟨10.1109/ISBI.2016.7493395⟩
Communication dans un congrès hal-01464138 v1

A five years longitudinal magnetic resonance imaging study of severe traumatic brain injury patients. Correlation with functional outcome

Pierre Simeone , L Puybasset , Guillaume Auzias , Olivier Coulon , B Lesimple et al.
ESICM LIVE 2016 - Intensive Care Medicine Experimental, 2016, Milano, Italy
Communication dans un congrès hal-01490141 v1
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Mapping Cortical Shape Differences Using a Searchlight Approach Based On Classification of Sulcal Pit Graphs

Sylvain Takerkart , Guillaume Auzias , Lucile Brun , Olivier Coulon
International Symposium on Biomedical Imaging: From Nano to Macro, Apr 2015, Brooklyn, United States
Communication dans un congrès hal-01112776 v1
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Spherical parameterization for genus zero surfaces using Laplace-Beltrami eigenfunctions

Julien Lefèvre , Guillaume Auzias
Second International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings, Frank Nielsen Frederic Barbaresco, Oct 2015, Palaiseau, France
Communication dans un congrès hal-01222933 v1

Sulcal pits extraction: reliability and filtering parameter setting

Lucile Brun , Guillaume Auzias , Christine Deruelle , Olivier Coulon
20th Annual Meeting of the Organization for Human Brain Mapping, 2014, Unknown, Région indéterminée
Communication dans un congrès hal-01488236 v1

Explicit processing of everyday social scenes in ASD.

Bruno Wicker , Guillaume Auzias , Brigitte Laffont , Olivier Coulon
Alpine Brain Imaging Meeting, 2014, Unknown, Région indéterminée
Communication dans un congrès hal-01488240 v1

Cortical Surface : a BrainVisa toolbox for surface-based processing of neuroimaging data

Olivier Coulon , Guillaume Auzias , Arnaud Le Troter , Grégory Operto , Denis Rivière
19th Annual Meeting of the Organization for Human Brain Mapping, 2013, Seattle, WA, USA, Région indéterminée
Communication dans un congrès hal-01488252 v1
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Graph-based inter-subject classification of local fMRI patterns

Sylvain Takerkart , Guillaume Auzias , Bertrand Thirion , Daniele Schön , Liva Ralaivola
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⟩
Communication dans un congrès hal-00818815 v1

DISCO: a coherent diffeomorphic framework for brain registration under exhaustive sulcal constraints

Guillaume Auzias , Joan Alexis Glaunès , Olivier Colliot , Perrot Matthieu , Jean-François Mangin et al.
Medical Image Computing and Computer-Assisted Intervention - MICCAI 2009, Sep 2009, United Kingdom. pp.730-738
Communication dans un congrès hal-00534432 v1

Multi-Scale Diffeomorphic Cortical Registration Under Manifold Sulcal Constraints

Guillaume Auzias , Joan Alexis Glaunès , Arnaud Cachia , Pascal Cathier , Eric Bardinet et al.
2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, May 2008, France. pp.1127-1130
Communication dans un congrès hal-00534433 v1
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Machine learning for neurodevelopmental disorders

Clara Moreau , Christine Deruelle , Guillaume Auzias
Olivier Colliot [CNRS]. Machine Learning for Brain Disorders, 197, Springer, pp.977-1007, 2023, Neuromethods, 978-1-0716-3195-9 (ebook). ⟨10.1007/978-1-0716-3195-9_31⟩
Chapitre d'ouvrage hal-03776034 v2

Inference of an Extended Short Fiber Bundle Atlas Using Sulcus-Based Constraints for a Diffeomorphic Inter-subject Alignment

Nicole Labra Avila , Jessica Lebenberg , Denis Rivière , Guillaume Auzias , Clara Fischer et al.
Computational Diffusion MRI International MICCAI Workshop, Granada, Spain, September 2018, pp.323-333, 2019, ⟨10.1007/978-3-030-05831-9_25⟩
Chapitre d'ouvrage hal-03026974 v1

Sulci as Landmarks

Jean-François Mangin , Guillaume Auzias , Olivier Coulon , Zhong Yi Sun , Denis Rivière et al.
Toga, Arthur W. Brain Mapping: an Encyclopedic Reference, pp."45 - 52",, 2015
Chapitre d'ouvrage hal-01487991 v1