guillaume Auzias
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.
Publications
Publications
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An automated pipeline for processing and analysis of clinical fetal diffusion MRIIEEE International Symposium on Biomedical Imaging (ISBI 2026), Apr 2026, Londres, United Kingdom |
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Insights on Using Graph Neural Networks for Sulcal Graphs Predictive Models14th IAPR-TC-15 International Workshop on Graph-Based Representations in Pattern Recognition (GbRPR 2025), Jun 2025, Caen, France. pp.79-89, ⟨10.1007/978-3-031-94139-9_8⟩ |
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SCALE-CONTROLLED SULCAL DEPTH ESTIMATIONIEEE International Symposium on Biomedical Imaging (ISBI 2024), May 2024, Athens, Greece |
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Recalage basé sur l'intersection de coupes orthogonales (ROSI) pour l'estimation du mouvement en IRM cérébrale foetalerfiap, Jul 2024, Lille, France |
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Kernelized multi-graph matching14th Asian Conference on Machine Learning (ACML 2022), Dec 2022, Hyderabad, India |
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On the relevance of multi-graph matching for sulcal graphsIEEE International Conference on Image Processing (ICIP 2022), Oct 2022, Bordeaux, France |
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Labelling Sulcal Graphs Across Indiviuals Using Multigraph Matching2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), Apr 2021, Nice, France. pp.1486-1490, ⟨10.1109/ISBI48211.2021.9434035⟩ |
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Quantifying perinatal brain maturation using anatomical MRI2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019, Berlin, Germany |
Sulcal-based morphometry in Parkinson’s disease: a study of reliability and disease effects14th International Symposium on Medical Information Processing and Analysis, Oct 2018, Mazatlán, France. pp.33, ⟨10.1117/12.2511590⟩ |
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Sparse description of the cortical surface pediatric development: a sulcal pits studyInternational Symposium on Biomedical Imaging (ISBI) 2018, Apr 2018, Washington, DC, United States |
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Regional study of the genetic influence on the sulcal pits2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017), Apr 2017, Melbourne, France. ⟨10.1109/ISBI.2017.7950472⟩ |
A five years longitudinal magnetic resonance imaging study of severe traumatic brain injury patients. Correlation with functional outcomeESICM LIVE 2016 - Intensive Care Medicine Experimental, 2016, Milano, Italy |
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Genetic analysis of cortical sulci in 1,009 adultsIEEE International Symposium on Biomedical Imaging, 2016, Prague, Czech Republic. ⟨10.1109/ISBI.2016.7493395⟩ |
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Spherical parameterization for genus zero surfaces using Laplace-Beltrami eigenfunctionsSecond International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings, Frank Nielsen Frederic Barbaresco, Oct 2015, Palaiseau, France |
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Mapping Cortical Shape Differences Using a Searchlight Approach Based On Classification of Sulcal Pit GraphsInternational Symposium on Biomedical Imaging: From Nano to Macro, Apr 2015, Brooklyn, United States |
Sulcal pits extraction: reliability and filtering parameter setting20th Annual Meeting of the Organization for Human Brain Mapping, 2014, Unknown, Région indéterminée |
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Explicit processing of everyday social scenes in ASD.Alpine Brain Imaging Meeting, 2014, Unknown, Région indéterminée |
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Cortical Surface : a BrainVisa toolbox for surface-based processing of neuroimaging data19th Annual Meeting of the Organization for Human Brain Mapping, 2013, Seattle, WA, USA, Région indéterminée |
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Graph-based inter-subject classification of local fMRI patternsThird 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⟩ |
DISCO: a coherent diffeomorphic framework for brain registration under exhaustive sulcal constraintsMedical Image Computing and Computer-Assisted Intervention - MICCAI 2009, Sep 2009, United Kingdom. pp.730-738 |
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Multi-Scale Diffeomorphic Cortical Registration Under Manifold Sulcal Constraints2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, May 2008, France. pp.1127-1130 |
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MORPHOLOGY OF THE SUPERIOR TEMPORAL SULCUS IN PATIENTS WITH SCHIZOPHRENIA: A MARKER OF GENETIC OR ENVIRONMENTAL VULNERABILITY?Congress of the Schizophrenia International Research Society, Apr 2020, FLORENCE, France. 46 (Supplement_1), pp.S138-S139, 2020, 2020 Congress of the Schizophrenia International Research Society (SIRS). ⟨10.1093/schbul/sbaa030.327⟩ |
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HGA-MarsAtlas: a toolbox for the estimate of high-resolution, single-trial source-level high-gamma activity from MEG dataJournées de l’ILCB / BLRI, May 2019, Porquerolles, France |
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Machine learning for neurodevelopmental disordersOlivier 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⟩ |
Inference of an Extended Short Fiber Bundle Atlas Using Sulcus-Based Constraints for a Diffeomorphic Inter-subject AlignmentComputational Diffusion MRI International MICCAI Workshop, Granada, Spain, September 2018, pp.323-333, 2019, ⟨10.1007/978-3-030-05831-9_25⟩ |
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Sulci as LandmarksToga, Arthur W. Brain Mapping: an Encyclopedic Reference, pp."45 - 52",, 2015 |
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Cortical inter-subject correspondences with optimal group-wise parcellation and sulcal pits labeling2018 |
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MODEL-DRIVEN PARAMETERIZATION OF FETAL CORTICAL SURFACES2015 |
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SPECTRAL CLUSTERING BASED PARCELLATION OF FETAL BRAIN MRI2015 |
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Assessing data quality on fetal brain MRI reconstruction: a multi-site and multi-rater studyPerinatal, Preterm and Paediatric Image Analysis. PIPPI 2024, 14747, Springer Nature Switzerland, pp.46-56, 2024, Lecture Notes in Computer Science, ⟨10.1007/978-3-031-73260-7_5⟩ |