Edouard Duchesnay

83%
Libre accès
81
Documents
Affiliation actuelle
  • NeuroSpin/GAIA (Brain Imaging and Data Science Lab) (NeuroSpin/GAIA)
Contact

Présentation

As a leader of the team “Signatures of brain disorders” at NeuroSpin, CEA, Université Paris-Saclay, France, I supervise the design of machine learning and statistical models to uncover neural signatures predictive of clinical trajectories in psychiatric disorders. To unlock the access to data required by learning algorithms, I oversee the data management, calculation, and regulation (GDPR) of large-scale national and European initiatives.

Domaines de recherche

Informatique [cs] Statistiques [stat]

Compétences

Machine Learning Artificial Intelligence Neuroimaging

Publications

6
5
3
2
2
2
2
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
2
12
10
7
5
4
3
8
3
3
3
4
2
1
4
1
3
3
1
1
1
19
18
10
5
4
3
2
2
2
2
1
1
1
1
1
1
1
1
1
1
1
14
2
1
1
1
1
1
1
11
8
8
8
7
5
4
4
4
3
2
2
2
2
2
1
1
1
1
1
1
1
1
1
10
10
8
7
6
4
4
3
3
3
3
3
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
24
23
13
12
5
4
2
2
1
1
1
1
1
1
1
1
1
1
1
1

Publications

Image document

Schizophrenia following early adolescence prodrome: A neurodevelopmental subtype with autism-like sensorimotor and social cognition deficits

Anton Iftimovici , Gilles Martinez , Julie Victor , Narjès Bendjemaa , Célia Jantac et al.
Schizophrenia Bulletin, 2025, ⟨10.1093/schbul/sbae202⟩
Article dans une revue hal-04995646 v1
Image document

Cerebellum and social abilities: A structural and functional connectivity study in a transdiagnostic sample

Yue Kong , Mathilde Roser , Indrit Bègue , Yannis Elandaloussi , Nathan Neu et al.
Human Brain Mapping, 2024, 45 (10), pp.e26749. ⟨10.1002/hbm.26749⟩
Article dans une revue hal-04995704 v1
Image document

Neurodevelopmental predictors of treatment response in schizophrenia and bipolar disorder

Anton Iftimovici , Emma Krebs , William Dalfin , Adrien Legrand , Linda Scoriels et al.
Psychological Medicine, 2024, 54 (13), pp.3655 - 3666. ⟨10.1017/s0033291724001776⟩
Article dans une revue hal-04995685 v1
Image document

Attention-gated 3D CapsNet for robust hippocampal segmentation

Clement Poiret , Antoine Bouyeure , Sandesh Patil , Cécile Boniteau , Edouard Duchesnay et al.
Journal of Medical Imaging, 2024, 11 (01), pp.014003. ⟨10.1117/1.JMI.11.1.014003⟩
Article dans une revue hal-04995786 v1
Image document

Brain growth until adolescence after a neonatal focal injury: sex related differences beyond lesion effect

Pierre-Yves Postic , Yann Leprince , Laure Drutel , Emeline Peyric , Ines Ben Abdallah et al.
Frontiers in Neuroscience, 2024, 18, ⟨10.3389/fnins.2024.1405381⟩
Article dans une revue cea-04712073 v1
Image document

Exploring the potential of representation and transfer learning for anatomical neuroimaging: application to psychiatry

Benoit Dufumier , Pietro Gori , Sara Petiton , Robin Louiset , Jean-François Mangin et al.
NeuroImage, 2024
Article dans une revue hal-04436585 v1
Image document

Revisiting the standard for modeling functional brain network activity: Application to consciousness

Antoine Grigis , Chloé Gomez , Vincent Frouin , Edouard Duchesnay , Lynn Uhrig et al.
PLoS ONE, 2024, 19 (12), pp.e0314598. ⟨10.1371/journal.pone.0314598⟩
Article dans une revue hal-04995663 v1
Image document

A fast and robust hippocampal subfields segmentation: HSF revealing lifespan volumetric dynamics

Clement Poiret , Antoine Bouyeure , Sandesh Patil , Antoine Grigis , Edouard Duchesnay et al.
Frontiers in Neuroinformatics, 2023, 17, pp.1130845. ⟨10.3389/fninf.2023.1130845⟩
Article dans une revue hal-04643499 v1
Image document

Asynchronous neural maturation predicts transition to psychosis

Anton Iftimovici , Julie Bourgin , Josselin Houenou , Olivier Gay , Antoine Grigis et al.
Psychiatry and Clinical Neurosciences, 2023, 78 (2), pp.104-112. ⟨10.1111/pcn.13612⟩
Article dans une revue hal-04995751 v1
Image document

Longitudinal MicroRNA Signature of Conversion to Psychosis

Anton Iftimovici , Qin He , Chuan Jiao , Edouard Duchesnay , Marie-Odile Krebs et al.
Schizophrenia Bulletin, 2023, 50 (2), pp.363-373. ⟨10.1093/schbul/sbad080⟩
Article dans une revue inserm-04187662 v1
Image document

Understanding the relationship between cerebellar structure and social abilities

Yannis Elandaloussi , Dorothea L Floris , Pierrick Coupé , Edouard Duchesnay , Angeline Mihailov et al.
Molecular Autism, 2023, 14 (1), pp.18. ⟨10.1186/s13229-023-00551-8⟩
Article dans une revue hal-04423198 v1
Image document

Prediction of post-traumatic stress disorder in family members of ICU patients: a machine learning approach

Thibault Dupont , Nancy Kentish-Barnes , Frédéric Pochard , Edouard Duchesnay , Elie Azoulay
Intensive Care Medicine, 2023, 50 (1), pp.114-124. ⟨10.1007/s00134-023-07288-1⟩
Article dans une revue hal-04995402 v1
Image document

Enhancing fetal alcohol spectrum disorders diagnosis with a classifier based on the intracerebellar gradient of volumetric undersizing

Justine Fraize , Clara Fischer , Monique Elmaleh-Bergès , Eliot Kerdreux , Anita Beggiato et al.
Human Brain Mapping, 2023, 44 (11), pp.4321-4336. ⟨10.1002/hbm.26348⟩
Article dans une revue inserm-04102112 v1
Image document

Decoding activity in Broca's area predicts the occurrence of auditory hallucinations across subjects

Thomas Fovet , Pierre Yger , Renaud Lopes , Amicie de Pierrefeu , Edouard Duchesnay et al.
Biological Psychiatry, 2022, 91 (2), pp.194 - 201. ⟨10.1016/j.biopsych.2021.08.024⟩
Article dans une revue hal-03549558 v1
Image document

Cerebellar atypicalities in autism?

Charles Laidi , Dorothea L Floris , Julian Tillmann , Yannis Elandaloussi , Mariam Zabihi et al.
Biological Psychiatry, In press, ⟨10.1016/j.biopsych.2022.05.020⟩
Article dans une revue hal-03713143 v1
Image document

BRAIN ANOMALIES IN EARLY PSYCHOSIS: FROM SECONDARY TO PRIMARY PSYCHOSIS

Anton Iftimovici , Boris Chaumette , Edouard Duchesnay , Marie-Odile Krebs
Neuroscience and Biobehavioral Reviews, 2022, pp.104716. ⟨10.1016/j.neubiorev.2022.104716⟩
Article dans une revue inserm-03684095 v1
Image document

OpenBHB: a Large-Scale Multi-Site Brain MRI Data-set for Age Prediction and Debiasing

Benoit Dufumier , Antoine Grigis , Julie Victor , Corentin Ambroise , Vincent Frouin et al.
NeuroImage, 2022, 263, pp.119637. ⟨10.1016/j.neuroimage.2022.119637⟩
Article dans une revue hal-04482833 v1

Lithium prevents grey matter atrophy in patients with bipolar disorder: an international multicenter study

Franz Hozer , Samuel Sarrazin , Charles Laidi , Pauline Favre , Melissa Pauling et al.
Psychological Medicine, 2021, 51 (7), pp.1201-1210. ⟨10.1017/S0033291719004112⟩
Article dans une revue hal-02876160 v1
Image document

Irritability is associated with decreased cortical surface area and anxiety with decreased gyrification during brain development

Camille Piguet , Angeline Mihailov , Antoine Grigis , Charles Laidi , Edouard Duchesnay et al.
Frontiers in Psychiatry, 2021, 12, pp.744419. ⟨10.3389/fpsyt.2021.744419⟩
Article dans une revue hal-04995951 v1
Image document

Neocortical morphometry in Huntington's disease: Indication of the coexistence of abnormal neurodevelopmental and neurodegenerative processes

Jean-François Mangin , Denis Rivière , Edouard Duchesnay , Yann Cointepas , Véronique Gaura et al.
Neuroimage-Clinical, 2020, 26, pp.102211. ⟨10.1016/j.nicl.2020.102211⟩
Article dans une revue hal-02521738 v1
Image document

Accumulation of Lithium in the Hippocampus of Patients With Bipolar Disorder: A Lithium-7 Magnetic Resonance Imaging Study at 7 Tesla

Jacques Stout , Franz Hozer , Arthur Coste , Franck Mauconduit , Nouzha Djebrani Oussedik et al.
Biological Psychiatry, 2020, 88 (5), pp.426 - 433. ⟨10.1016/j.biopsych.2020.02.1181⟩
Article dans une revue hal-04996019 v1
Image document

What we learn about bipolar disorder from large‐scale neuroimaging: Findings and future directions from the ENIGMA Bipolar Disorder Working Group

Christopher R K Ching , Derrek P Hibar , Tiril P Gurholt , Abraham Nunes , Sophia I Thomopoulos et al.
Human Brain Mapping, 2020, 43 (1), pp.56 - 82. ⟨10.1002/hbm.25098⟩
Article dans une revue hal-04995929 v1
Image document

Cerebellar parcellation in schizophrenia and bipolar disorder

C. Laidi , T. Hajek , F. Spaniel , M. Kolenic , M.‐a. d'Albis et al.
Acta Psychiatrica Scandinavica, 2019, 140 (5), pp.468-476. ⟨10.1111/acps.13087⟩
Article dans une revue hal-02354396 v1
Image document

Predicting the individual risk of psychosis conversion in at-risk mental state (ARMS): a multivariate model reveals the influence of nonpsychotic prodromal symptoms

Julie Bourgin , Edouard Duchesnay , Emilie Magaud , Raphaël Gaillard , Mathilde Kazes et al.
European Child and Adolescent Psychiatry, 2019, 29 (11), pp.1525 - 1535. ⟨10.1007/s00787-019-01461-y⟩
Article dans une revue hal-04996032 v1

Prospective cohort study of early biosignatures of response to lithium in bipolar-I-disorders: overview of the H2020-funded R-LiNK initiative

Jan Scott , Diego Hidalgo-Mazzei , Rebecca Strawbridge , Allan H. Young , Matthieu Resche-Rigon et al.
International Journal of Bipolar Disorders, 2019, 7 (1), pp.20. ⟨10.1186/s40345-019-0156-x⟩
Article dans une revue cea-02316734 v1
Image document

Structured Sparse Principal Components Analysis With the TV-Elastic Net Penalty

Amicie de Pierrefeu , Tommy Lofstedt , Fouad Hadj-Selem , Mathieu Dubois , Renaud Jardri et al.
IEEE Transactions on Medical Imaging, 2018, 37 (2), pp.396 - 407. ⟨10.1109/tmi.2017.2749140⟩
Article dans une revue cea-01883278 v1
Image document

Using structural MRI to identify bipolar disorders – 13 site machine learning study in 3020 individuals from the ENIGMA Bipolar Disorders Working Group

Abraham Nunes , Hugo G Schnack , Christopher R K Ching , Ingrid Agartz , Theophilus N Akudjedu et al.
Molecular Psychiatry, 2018, 25 (9), pp.2130 - 2143. ⟨10.1038/s41380-018-0228-9⟩
Article dans une revue hal-04996008 v1
Image document

Prediction of activation patterns preceding hallucinations in patients with schizophrenia using machine learning with structured sparsity

Amicie de Pierrefeu , Thomas Fovet , Fouad Hadj-Selem , Tommy Lofstedt , Philippe Ciuciu et al.
Human Brain Mapping, 2018, 39 (4), pp.1777 - 1788. ⟨10.1002/hbm.23953⟩
Article dans une revue cea-01883271 v1
Image document

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
Image document

Identifying a neuroanatomical signature of schizophrenia, reproducible across sites and stages, using machine learning with structured sparsity

Amicie de Pierrefeu , Tommy Löfstedt , Charles Laidi , Fouad Hadj-Selem , J. Bourgin et al.
Acta Psychiatrica Scandinavica, 2018, 2018, pp.1 - 10. ⟨10.1111/acps.12964⟩
Article dans une revue cea-01883283 v1
Image document

Different Types of White Matter Hyperintensities in CADASIL

Edouard Duchesnay , Fouad Hadj Selem , François de Guio , Mathieu Dubois , Jean-François Mangin et al.
Frontiers in Neurology, 2018, 9, pp.526. ⟨10.3389/fneur.2018.00526⟩
Article dans une revue cea-01883315 v1
Image document

Continuation of Nesterov’s Smoothing for Regression with Structured Sparsity in High-Dimensional Neuroimaging

Fouad Hadj-Selem , Tommy Lofstedt , Elvis Dohmatob , Vincent Frouin , Mathieu Dubois et al.
IEEE Transactions on Medical Imaging, In press, 2018, ⟨10.1109/TMI.2018.2829802⟩
Article dans une revue cea-01883286 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

White matter changes in microstructure associated with a maladaptive response to stress in rats

R Magalhães , J Bourgin , F Boumezbeur , P Marques , M Bottlaender et al.
Translational Psychiatry, 2017, 7 (1), pp.e1009-e1009. ⟨10.1038/tp.2016.283⟩
Article dans une revue hal-04044406 v1
Image document

Prediction of 3-year clinical course in CADASIL

Eric Jouvent , Edouard Duchesnay , Foued Hadj-Selem , François de Guio , Jean-François Mangin et al.
Neurology, 2016, 87 (17), pp.1787 - 1795. ⟨10.1212/WNL.0000000000003252⟩
Article dans une revue cea-01883312 v1

Hyper-responsivity to stress in rats is associated with a large increase in amygdala volume. A 7 T MRI study

J. Bourgin , Arnaud Cachia , F. Boumezbeur , B. Djemaï , M. Bottlaender et al.
European Neuropsychopharmacology, 2015, 25 (6), pp.828-835. ⟨10.1016/j.euroneuro.2015.02.010⟩
Article dans une revue hal-04044452 v1
Image document

A multicenter tractography study of deep white matter tracts in bipolar I disorder: psychotic features and interhemispheric disconnectivity.

Samuel Sarrazin , Cyril Poupon , Julia Linke , Michèle Wessa , Mary Phillips et al.
JAMA Psychiatry, 2014, 71 (4), pp.388-96. ⟨10.1001/jamapsychiatry.2013.4513⟩
Article dans une revue inserm-01056549 v1

Voxelwise multivariate statistics and brain-wide machine learning using the full diffusion tensor.

Anne-Laure Fouque , Pierre Fillard , Anne Bargiacchi , Arnaud Cachia , Monica Zilbovicius et al.
Med Image Comput Comput Assist Interv, 2011, 14 (Pt 2), pp.9-16
Article dans une revue hal-00700801 v1
Image document

Scikit-learn: Machine Learning in Python

Fabian Pedregosa , Gaël Varoquaux , Alexandre Gramfort , Vincent Michel , Bertrand Thirion et al.
Journal of Machine Learning Research, 2011
Article dans une revue hal-00650905 v2
Image document

Feature selection and classification of imbalanced datasets. Application to PET images of children with Autistic Spectrum Disorders

Edouard Duchesnay , Arnaud Cachia , Nathalie Boddaert , Nadia Chabane , Jean-Franois Mangin et al.
NeuroImage, 2011, 57 (3), pp.1003-1014. ⟨10.1016/j.neuroimage.2011.05.011⟩
Article dans une revue cea-01328634 v1
Image document

Cortical folding in patients with bipolar disorder or unipolar depression.

Jani Penttilä , Marie-Laure Paillère-Martinot , Jean-Luc Martinot , Damien Ringuenet , Michèle Wessa et al.
Journal of Psychiatry and Neuroscience, 2009, 34 (2), pp.127-35
Article dans une revue inserm-00390374 v1

Cortical folding difference between patients with early-onset and patients with intermediate-onset bipolar disorder

Jani Penttilä , Arnaud Cachia , Jean-Luc Martinot , Damien Ringuenet , Michèle Wessa et al.
Bipolar Disorders, 2009, 11 (4), pp.361-370. ⟨10.1111/j.1399-5618.2009.00683.x⟩
Article dans une revue istex hal-04044504 v1
Image document

Longitudinal brain metabolic changes from amnestic mild cognitive impairment to Alzheimer's disease.

Marine Fouquet , Béatrice Desgranges , Brigitte Landeau , Edouard Duchesnay , Florence Mézenge et al.
Brain - A Journal of Neurology , 2009, 132 (Pt 8), pp.2058-67. ⟨10.1093/brain/awp132⟩
Article dans une revue inserm-00494098 v1

Asynchrony of the early maturation of white matter bundles in healthy infants: quantitative landmarks revealed noninvasively by diffusion tensor imaging.

Jessica Dubois , Ghislaine Dehaene-Lambertz , Muriel Perrin , Jean-François Mangin , Yann Cointepas et al.
Human Brain Mapping, 2008, 29 (1), pp.14-27. ⟨10.1002/hbm.20363⟩
Article dans une revue hal-00349654 v1

Cortical folding abnormalities in schizophrenia patients with resistant auditory hallucinations

Arnaud Cachia , Marie-Laure Paillère-Martinot , André Galinowski , Dominique Januel , Renaud de Beaurepaire et al.
NeuroImage, 2008, 39 (3), pp.927-935. ⟨10.1016/j.neuroimage.2007.08.049⟩
Article dans une revue istex hal-04044533 v1

Quantitative validation of voxel-wise statistical analyses of autoradiographic rat brain volumes: Application to unilateral visual stimulation

Albertine Dubois , Anne-Sophie Herard , Guillaume Flandin , Edouard Duchesnay , Laurent Besret et al.
NeuroImage, 2008, 40 (2), pp.482-494. ⟨10.1016/j.neuroimage.2007.11.054⟩
Article dans une revue istex hal-02155677 v1

Automated Three-Dimensional Analysis of Histological and Autoradiographic Rat Brain Sections: Application to an Activation Study

Albertine Dubois , Julien C. Dauguet , Anne-Sophie Herard , Laurent Besret , Edouard Duchesnay et al.
Journal of Cerebral Blood Flow and Metabolism, 2007, 27 (10), pp.1742-1755. ⟨10.1038/sj.jcbfm.9600470⟩
Article dans une revue hal-02155676 v1

Inverse retinotopy: inferring the visual content of images from brain activation patterns.

Bertrand Thirion , Edouard Duchesnay , Edward Hubbard , Jessica Dubois , Jean-Baptiste Poline et al.
NeuroImage, 2006, 33 (4), pp.1104-16. ⟨10.1016/j.neuroimage.2006.06.062⟩
Article dans une revue istex hal-00349668 v1
Image document

SepVAE: a contrastive VAE to separate pathological patterns from healthy ones

Robin Louiset , Edouard Duchesnay , A Grigis , Benoit Dufumier , Pietro Gori
Medical Imaging with Deep Learning (MIDL), Jul 2024, Paris, France. ⟨10.48550/arXiv.2307.06206⟩
Communication dans un congrès hal-04626620 v1
Image document

Separating common from salient patterns with Contrastive Representation Learning

Robin Louiset , Edouard Duchesnay , Antoine Grigis , Pietro Gori
International Conference on Learning Representations (ICLR), May 2024, Vienna, Austria
Communication dans un congrès hal-04537203 v1
Image document

Supervised diagnosis prediction from cortical sulci: toward the discovery of neurodevelopmental biomarkers in mental disorders

Pierre Auriau , Antoine Grigis , Benoit Dufumier , Robin Louiset , Joel Chavas et al.
21st IEEE International Symposium on Biomedical Imaging (ISBI 2024), IEEE, May 2024, Athènes, Greece
Communication dans un congrès hal-04494994 v1
Image document

How and why does deep ensemble coupled with transfer learning increase performance in bipolar disorder and schizophrenia classification?

Sara Petiton , Antoine Grigis , Benoit Dufumier , Edouard Duchesnay
ISBI 2024 - IEEE International Symposium on Biomedical Imaging, May 2024, Athenes, Greece
Communication dans un congrès hal-04631924 v1
Image document

Multi-view variational autoencoders allow for interpretability leveraging digital Avatars: application to the HBN cohort

Corentin Ambroise , Antoine Grigis , Edouard Duchesnay , Vincent Frouin
ISBI 2023 - 2023 IEEE 20th International Symposium on Biomedical Imaging ISBI, Apr 2023, Cartagene, Colombia. pp.1-5, ⟨10.1109/ISBI53787.2023.10230552⟩
Communication dans un congrès hal-04471508 v1
Image document

CONTRASTIVE LEARNING FOR REGRESSION IN MULTI-SITE BRAIN AGE PREDICTION

Carlo Alberto Barbano , Benoit Dufumier , Edouard Duchesnay , Marco Grangetto , Pietro Gori
IEEE ISBI (International Symposium on Biomedical Imaging ), Apr 2023, Cartagena de Indias, Colombia
Communication dans un congrès hal-03993158 v1
Image document

Integrating Prior Knowledge in Contrastive Learning with Kernel

Benoit Dufumier , Carlo Alberto Barbano , Robin Louiset , Edouard Duchesnay , Pietro Gori
40 th International Conference on Machine Learning, Jul 2023, Honolulu, United States
Communication dans un congrès hal-04111825 v1
Image document

MixUp brain-cortical augmentations in self-supervised learning

Corentin Ambroise , Vincent Frouin , Benoit Dufumier , Edouard Duchesnay , Antoine Grigis
Medical Image Computing and Computer Assisted Intervention, Oct 2023, Vancouver, Canada. pp.102-111, ⟨10.1007/978-3-031-44858-4_10⟩
Communication dans un congrès hal-04471607 v1

Do neuroplasticity and genetic factors contribute to cognitive training? An imaging-genetics study in healthy children

Iris Menu , Qin He , Julie Victor , Gabriela Rezende , Lorna Le Stanc et al.
The international Congress fot integrative developmental cognitive neuroscience FLUX 2022, Sep 2022, Paris, France
Communication dans un congrès hal-04045298 v1
Image document

UCSL : A Machine Learning Expectation-Maximization framework for Unsupervised Clustering driven by Supervised Learning

Robin Louiset , Pietro Gori , Benoit Dufumier , Josselin Houenou , Antoine Grigis et al.
ECML/PKDD, Sep 2021, Bilbao, Spain
Communication dans un congrès hal-03277176 v1
Image document

Conditional Alignment and Uniformity for Contrastive Learning with Continuous Proxy Labels

Benoit Dufumier , Pietro Gori , Julie Victor , Antoine Grigis , Edouard Duchesnay
Med-NeurIPS - Workshop NeurIPS, Dec 2021, Vancouver, Canada
Communication dans un congrès hal-03523114 v1
Image document

Contrastive Learning with Continuous Proxy Meta-Data for 3D MRI Classification

Benoit Dufumier , Pietro Gori , Julie Victor , Antoine Grigis , Michel Wessa et al.
MICCAI, Sep 2021, Strasbourg (virtuel), France
Communication dans un congrès hal-03262256 v1
Image document

Interpretable and stable prediction of schizophrenia on a large multisite dataset using machine learning with structured sparsity

Amicie de Pierrefeu , Tommy Lofstedt , Charles Laidi , Fouad Hadj-Selem , Marion Leboyer et al.
2018 International Workshop on Pattern Recognition in Neuroimaging (PRNI), Jun 2018, Singapore, Singapore. ⟨10.1109/PRNI.2018.8423946⟩
Communication dans un congrès cea-01883311 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
Image document

Voxelwise genome-wide association study on gray matter volume reveals a SLC39A8 variant associated with subcortical structures

Hélène Lajous , Benoit da Mota , Jinpeng Li , Edouard Duchesnay , Hervé Lemaître et al.
Journées RITS 2015, Mar 2015, Dourdan, France. p32-32 Section imagerie génétique
Communication dans un congrès inserm-01145592 v1
Image document

Predictive support recovery with TV-Elastic Net penalty and logistic regression: an application to structural MRI

Mathieu Dubois , Fouad Hadj-Selem , Tommy Lofstedt , Matthieu Perrot , Clara Fischer et al.
2014 International Workshop on Pattern Recognition in Neuroimaging, Jun 2014, Tuebingen, Germany. pp.1-4, ⟨10.1109/PRNI.2014.6858517⟩
Communication dans un congrès cea-01016145 v1

Structured variable selection for generalized canonical correlation analysis

Tommy Lofstedt , Fouad Hadj-Selem , Vincent Guillemot , Cathy Philippe , Edouard Duchesnay et al.
PLS’14, May 2014, Paris, France
Communication dans un congrès hal-01084048 v1

A multi-block approach in imaging genetics

Vincent Guillemot , Arthur Tenenhaus , Edouard Duchesnay , Jean-Baptiste Poline , Vincent Frouin
9th International Imaging Genetics Conference, Jan 2013, Irvine, California, United States. pp.Poster 13
Communication dans un congrès hal-00862310 v1
Image document

A fast computational framework for genome-wide association studies with neuroimaging data

Benoit da Mota , Vincent Frouin , Edouard Duchesnay , Soizic Laguitton , Gaël Varoquaux et al.
20th International Conference on Computational Statistics (COMPSTAT 2012), Aug 2012, Limassol, Cyprus
Communication dans un congrès hal-00720265 v1
Image document

Structured Multivariate Pattern Classification to Detect MRI Markers for an Early Diagnosis of Alzheimer's Disease

Cécilia Damon , Edouard Duchesnay , Marine Depecker
2011 Tenth International Conference on Machine Learning and Applications (ICMLA 2011), Dec 2011, Honolulu, United States. pp.384-387, ⟨10.1109/ICMLA.2011.185⟩
Communication dans un congrès hal-02509898 v1
Image document

Imaging genetics: bio-informatics and bio-statistics challenges

Jean-Baptiste Poline , Christophe Lalanne , Arthur Tenenhaus , Edouard Duchesnay , Bertrand Thirion et al.
19th International Conference on Computational Statistics, Aug 2010, Paris, France
Communication dans un congrès inria-00523236 v1