Olivier Colliot

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 77

Top Venues

Télécom ParisTech, France (PHD)

Education History

Télécom ParisTech, France

PHD

Publications

Ravi Hassanaly, Camille Brianceau, Maëlys Solal, Olivier Colliot, Ninon Burgos
Evaluation of pseudo-healthy image reconstruction for anomaly detection with deep generative models: Application to brain FDG PET. CoRR (2024)
Simona Bottani, Ninon Burgos, Aurélien Maire, Dario Saracino, Sebastian Ströer, Didier Dormont, Olivier Colliot
Evaluation of MRI-based machine learning approaches for computer-aided diagnosis of dementia in a clinical data warehouse. Medical Image Anal. 89 (2023)
Sophie Loizillon, Olivier Colliot, Lydia Chougar, Sebastian Ströer, Yannick Jacob, Aurélien Maire, Didier Dormont, Ninon Burgos
Semi-supervised Domain Adaptation for Automatic Quality Control of FLAIR MRIs in a Clinical Data Warehouse. DART@MICCAI (2023)
Rosana El Jurdi, Gaël Varoquaux, Olivier Colliot
Confidence intervals for performance estimates in 3D medical image segmentation. CoRR (2023)
Rosana El Jurdi, Olivier Colliot
How Precise are Performance Estimates for Typical Medical Image Segmentation Tasks? ISBI (2023)
Johann Faouzi, Olivier Colliot
Classic machine learning methods. CoRR (2023)
Guanghui Fu, Gabriel Jimenez, Sophie Loizillon, Lydia Chougar, Didier Dormont, Romain Valabrègue, Ninon Burgos, Stéphane Lehéricy, Daniel Racoceanu, Olivier Colliot
Frequency Disentangled Learning for Segmentation of Midbrain Structures from Quantitative Susceptibility Mapping Data. CoRR (2023)
Pascal Lu, Olivier Colliot
Multilevel Survival Modeling With Structured Penalties for Disease Prediction From Imaging Genetics Data. IEEE J. Biomed. Health Informatics 26 (2) (2022)
Elina Thibeau-Sutre, Mauricio Diaz-Melo, Ravi Hassanaly, Alexandre Routier, Didier Dormont, Olivier Colliot, Ninon Burgos
ClinicaDL: An open-source deep learning software for reproducible neuroimaging processing. Comput. Methods Programs Biomed. 220 (2022)
Olivier Colliot, Elina Thibeau-Sutre, Ninon Burgos
Reproducibility in machine learning for medical imaging. CoRR (2022)
Guanghui Fu, Gabriel Jimenez, Sophie Loizillon, Rosana El Jurdi, Lydia Chougar, Didier Dormont, Romain Valabrègue, Ninon Burgos, Stéphane Lehéricy, Daniel Racoceanu, Olivier Colliot
Fourier Disentangled Multimodal Prior Knowledge Fusion for Red Nucleus Segmentation in Brain MRI. CoRR (2022)
Simona Bottani, Ninon Burgos, Aurélien Maire, Adam Wild, Sebastian Ströer, Didier Dormont, Olivier Colliot
Automatic quality control of brain T1-weighted magnetic resonance images for a clinical data warehouse. Medical Image Anal. 75 (2022)
Virgilio Kmetzsch, Emmanuelle Becker, Dario Saracino, Daisy Rinaldi, Agnès Camuzat, Isabelle Le Ber, Olivier Colliot
Disease Progression Score Estimation From Multimodal Imaging and MicroRNA Data Using Supervised Variational Autoencoders. IEEE J. Biomed. Health Informatics 26 (12) (2022)
Rosana El Jurdi, Olivier Colliot
How precise are performance estimates for typical medical image segmentation tasks? CoRR (2022)
Elina Thibeau-Sutre, Sasha Collin, Ninon Burgos, Olivier Colliot
Interpretability of Machine Learning Methods Applied to Neuroimaging. CoRR (2022)
Elina Thibeau-Sutre, Baptiste Couvy-Duchesne, Didier Dormont, Olivier Colliot, Ninon Burgos
MRI Field Strength Predicts Alzheimer's Disease: a Case Example of Bias in the ADNI Data Set. ISBI (2022)
Marius Schmidt-Mengin, Vito A. G. Ricigliano, Benedetta Bodini, Emanuele Morena, Annalisa Colombi, Mariem Hamzaoui, Arya Yazdan Panah, Bruno Stankoff, Olivier Colliot
Axial multi-layer perceptron architecture for automatic segmentation of choroid plexus in multiple sclerosis. CoRR (2021)
Alexis Guyot, Ana B. Graciano Fouquier, Emilie Gerardin, Marie Chupin, Joan Alexis Glaunès, Linda Marrakchi-Kacem, Johanne Germain, Claire Boutet, Claire Cury, Lucie Hertz-Pannier, Alexandre Vignaud, Stanley Durrleman, Thomas R. Henry, Pierre-François van de Moortele, Alain Trouvé, Olivier Colliot
A Diffeomorphic Vector Field Approach to Analyze the Thickness of the Hippocampus From 7 T MRI. IEEE Trans. Biomed. Eng. 68 (2) (2021)
Junhao Wen, Jorge Samper-González, Simona Bottani, Alexandre Routier, Ninon Burgos, Thomas Jacquemont, Sabrina Fontanella, Stanley Durrleman, Stéphane Epelbaum, Anne Bertrand, Olivier Colliot
Reproducible Evaluation of Diffusion MRI Features for Automatic Classification of Patients with Alzheimer's Disease. Neuroinformatics 19 (1) (2021)
Alexandre Routier, Ninon Burgos, Mauricio Diaz-Melo, Michael Bacci, Simona Bottani, Omar El-Rifai, Sabrina Fontanella, Pietro Gori, Jérémy Guillon, Alexis Guyot, Ravi Hassanaly, Thomas Jacquemont, Pascal Lu, Arnaud Marcoux, Tristan Moreau, Jorge Samper-González, Marc Teichmann, Elina Thibeau-Sutre, Ghislain Vaillant, Junhao Wen, Adam Wild, Marie Odile Habert, Stanley Durrleman, Olivier Colliot
Clinica: An Open-Source Software Platform for Reproducible Clinical Neuroscience Studies. Frontiers Neuroinformatics 15 (2021)
Ninon Burgos, Simona Bottani, Johann Faouzi, Elina Thibeau-Sutre, Olivier Colliot
Deep learning for brain disorders: from data processing to disease treatment. Briefings Bioinform. 22 (2) (2021)
Thomas Lartigue, Simona Bottani, Stephanie Baron, Olivier Colliot, Stanley Durrleman, Stéphanie Allassonnière
Gaussian Graphical Model Exploration and Selection in High Dimension Low Sample Size Setting. IEEE Trans. Pattern Anal. Mach. Intell. 43 (9) (2021)
Manon Ansart, Stéphane Epelbaum, Giulia Bassignana, Alexandre Bône, Simona Bottani, Tiziana Cattai, Raphaël Couronné, Johann Faouzi, Igor Koval, Maxime Louis, Elina Thibeau-Sutre, Junhao Wen, Adam Wild, Ninon Burgos, Didier Dormont, Olivier Colliot, Stanley Durrleman
Predicting the progression of mild cognitive impairment using machine learning: A systematic, quantitative and critical review. Medical Image Anal. 67 (2021)
Simona Bottani, Ninon Burgos, Aurélien Maire, Adam Wild, Sebastian Ströer, Didier Dormont, Olivier Colliot
Automatic quality control of brain T1-weighted magnetic resonance images for a clinical data warehouse. CoRR (2021)
Wen Wei, Emilie Poirion, Benedetta Bodini, Matteo Tonietto, Stanley Durrleman, Olivier Colliot, Bruno Stankoff, Nicholas Ayache
Predicting PET-derived myelin content from multisequence MRI for individual longitudinal analysis in multiple sclerosis. NeuroImage 223 (2020)
Alexandre Bône, Paul Vernhet, Olivier Colliot, Stanley Durrleman
Learning Joint Shape and Appearance Representations with Metamorphic Auto-Encoders. MICCAI (1) (2020)
Pascal Lu, Olivier Colliot
Multilevel survival analysis with structured penalties for imaging genetics data. Medical Imaging: Image Processing (2020)
Thomas Lartigue, Simona Bottani, Stephanie Baron, Olivier Colliot, Stanley Durrleman, Stéphanie Allassonnière
Gaussian Graphical Model exploration and selection in high dimension low sample size setting. CoRR (2020)
Martina Sundqvist, Alexandre Routier, Bruno Dubois, Olivier Colliot, Marc Teichmann
The White Matter Module-Hub Network of Semantics Revealed by Semantic Dementia. J. Cogn. Neurosci. 32 (7) (2020)
Junhao Wen, Elina Thibeau-Sutre, Mauricio Diaz-Melo, Jorge Samper-González, Alexandre Routier, Simona Bottani, Didier Dormont, Stanley Durrleman, Ninon Burgos, Olivier Colliot
Convolutional neural networks for classification of Alzheimer's disease: Overview and reproducible evaluation. Medical Image Anal. 63 (2020)
Alexandre Morin, Jorge Samper-González, Anne Bertrand, Sebastian Ströer, Didier Dormont, Aline Mendes, Pierrick Coupé, Jamila Ahdidan, Marcel Lévy, Dalila Samri, Harald Hampel, Bruno Dubois, Marc Teichmann, Stéphane Epelbaum, Olivier Colliot
Accuracy of MRI Classification Algorithms in a Tertiary Memory Center Clinical Routine Cohort. CoRR (2020)
Alexandre Bône, Olivier Colliot, Stanley Durrleman
Learning the spatiotemporal variability in longitudinal shape data sets. Int. J. Comput. Vis. 128 (12) (2020)
Elina Thibeau-Sutre, Olivier Colliot, Didier Dormont, Ninon Burgos
Visualization approach to assess the robustness of neural networks for medical image classification. Medical Imaging: Image Processing (2020)
Baptiste Couvy-Duchesne, Futao Zhang, Kathryn E. Kemper, Julia Sidorenko, Naomi R. Wray, Peter M. Visscher, Olivier Colliot, Jian Yang
Linear Mixed Models Minimise False Positive Rate and Enhance Precision of Mass Univariate Vertex-Wise Analyses of Grey-Matter. ISBI (2020)
Junhao Wen, Elina Thibeau-Sutre, Jorge Samper-González, Alexandre Routier, Simona Bottani, Stanley Durrleman, Ninon Burgos, Olivier Colliot
Convolutional Neural Networks for Classification of Alzheimer's Disease: Overview and Reproducible Evaluation. CoRR (2019)
Wen Wei, Emilie Poirion, Benedetta Bodini, Stanley Durrleman, Nicholas Ayache, Bruno Stankoff, Olivier Colliot
Predicting PET-derived demyelination from multimodal MRI using sketcher-refiner adversarial training for multiple sclerosis. Medical Image Anal. 58 (2019)
Elina Thibeau-Sutre, Olivier Colliot, Didier Dormont, Ninon Burgos
Visualization approach to assess the robustness of neural networks for medical image classification. CoRR (2019)
Jorge Samper-González, Ninon Burgos, Simona Bottani, Marie Odile Habert, Theodoros Evgeniou, Stéphane Epelbaum, Olivier Colliot
Reproducible evaluation of methods for predicting progression to Alzheimer's disease from clinical and neuroimaging data. Medical Imaging: Image Processing (2019)
Alexandre Bône, Olivier Colliot, Stanley Durrleman
Auto-Encoding Meshes of any Topology with the Current-Splatting and Exponentiation Layers. ICCV Workshops (2019)
Alexandre Bône, Maxime Louis, Olivier Colliot, Stanley Durrleman
Learning Low-Dimensional Representations of Shape Data Sets with Diffeomorphic Autoencoders. IPMI (2019)
Olivier Colliot
Interpretable and Reliable Artificial Intelligence Systems for Brain Diseases. ERCIM News 2019 (118) (2019)
Wen Wei, Emilie Poirion, Benedetta Bodini, Stanley Durrleman, Nicholas Ayache, Bruno Stankoff, Olivier Colliot
Learning Myelin Content in Multiple Sclerosis from Multimodal MRI Through Adversarial Training. MICCAI (3) (2018)
Jorge Samper-González, Ninon Burgos, Simona Bottani, Sabrina Fontanella, Pascal Lu, Arnaud Marcoux, Alexandre Routier, Jérémy Guillon, Michael Bacci, Junhao Wen, Anne Bertrand, Hugo Bertin, Marie Odile Habert, Stanley Durrleman, Theodoros Evgeniou, Olivier Colliot
Reproducible evaluation of classification methods in Alzheimer's disease: Framework and application to MRI and PET data. NeuroImage 183 (2018)
Jorge Samper-González, Ninon Burgos, Simona Bottani, Sabrina Fontanella, Pascal Lu, Arnaud Marcoux, Alexandre Routier, Jérémy Guillon, Michael Bacci, Junhao Wen, Anne Bertrand, Hugo Bertin, Marie Odile Habert, Stanley Durrleman, Theodoros Evgeniou, Olivier Colliot, Alzheimer's Disease Neuroimaging Initiative
Reproducible evaluation of classification methods in Alzheimer's disease: framework and application to MRI and PET data. CoRR (2018)
Vincent Henry, Ivan Moszer, Olivier Dameron, Marie-Claude Potier, Martin Hofmann-Apitius, Olivier Colliot
Converting Alzheimer's Disease Map into a Heavyweight Ontology: A Formal Network to Integrate Data. DILS (2018)
Pietro Gori, Olivier Colliot, Linda Marrakchi-Kacem, Yulia Worbe, Alexandre Routier, Cyril Poupon, Andreas Hartmann, Nicholas Ayache, Stanley Durrleman
Double Diffeomorphism: Combining Morphometry and Structural Connectivity Analysis. IEEE Trans. Medical Imaging 37 (9) (2018)
Alexandre Bône, Olivier Colliot, Stanley Durrleman
Learning Distributions of Shape Trajectories From Longitudinal Datasets: A Hierarchical Model on a Manifold of Diffeomorphisms. CVPR (2018)
Junhao Wen, Jorge Samper-González, Simona Bottani, Alexandre Routier, Ninon Burgos, Thomas Jacquemont, Sabrina Fontanella, Stanley Durrleman, Stéphane Epelbaum, Anne Bertrand, Olivier Colliot
Reproducible evaluation of diffusion MRI features for automatic classification of patients with Alzheimers disease. CoRR (2018)
Kuldeep Kumar, Matthew Toews, Laurent Chauvin, Olivier Colliot, Christian Desrosiers
Multi-modal brain fingerprinting: A manifold approximation based framework. NeuroImage 183 (2018)
Arnaud Marcoux, Ninon Burgos, Anne Bertrand, Marc Teichmann, Alexandre Routier, Junhao Wen, Jorge Samper-González, Simona Bottani, Stanley Durrleman, Marie Odile Habert, Olivier Colliot
An Automated Pipeline for the Analysis of PET Data on the Cortical Surface. Frontiers Neuroinformatics 12 (2018)
Alexandre Bône, Olivier Colliot, Stanley Durrleman
Learning distributions of shape trajectories from longitudinal datasets: a hierarchical model on a manifold of diffeomorphisms. CoRR (2018)
Wen Wei, Emilie Poirion, Benedetta Bodini, Stanley Durrleman, Nicholas Ayache, Bruno Stankoff, Olivier Colliot
Learning Myelin Content in Multiple Sclerosis from Multimodal MRI through Adversarial Training. CoRR (2018)
Igor Koval, Jean-Baptiste Schiratti, Alexandre Routier, Michael Bacci, Olivier Colliot, Stéphanie Allassonnière, Stanley Durrleman
Statistical learning of spatiotemporal patterns from longitudinal manifold-valued networks. CoRR (2017)
Igor Koval, Jean-Baptiste Schiratti, Alexandre Routier, Michael Bacci, Olivier Colliot, Stéphanie Allassonnière, Stanley Durrleman
Statistical Learning of Spatiotemporal Patterns from Longitudinal Manifold-Valued Networks. MICCAI (1) (2017)
Kuldeep Kumar, Christian Desrosiers, Kaleem Siddiqi, Olivier Colliot, Matthew Toews
Fiberprint: A subject fingerprint based on sparse code pooling for white matter fiber analysis. NeuroImage 158 (2017)
Olivier Colliot, Fabrizio de Vico Fallani, Stanley Durrleman
Modelling Neurodegenerative Diseases from Multimodal Medical Images. ERCIM News 2017 (108) (2017)
Alexandre Bône, Maxime Louis, Alexandre Routier, Jorge Samper-González, Michael Bacci, Benjamin Charlier, Olivier Colliot, Stanley Durrleman
Prediction of the progression of subcortical brain structures in Alzheimer's disease from baseline. CoRR (2017)
Ninon Burgos, Jorge Samper-González, Anne Bertrand, Marie Odile Habert, Sébastien Ourselin, Stanley Durrleman, M. Jorge Cardoso, Olivier Colliot
Individual Analysis of Molecular Brain Imaging Data Through Automatic Identification of Abnormality Patterns. CMMI/RAMBO/SWITCH@MICCAI (2017)
Jean-Baptiste Schiratti, Stéphanie Allassonnière, Olivier Colliot, Stanley Durrleman
A Bayesian Mixed-Effects Model to Learn Trajectories of Changes from Repeated Manifold-Valued Observations. J. Mach. Learn. Res. 18 (2017)
Kuldeep Kumar, Pietro Gori, Benjamin Charlier, Stanley Durrleman, Olivier Colliot, Christian Desrosiers
White Matter Fiber Segmentation Using Functional Varifolds. GRAIL/MFCA/MICGen@MICCAI (2017)
Manon Ansart, Stéphane Epelbaum, Geoffroy Gagliardi, Olivier Colliot, Didier Dormont, Bruno Dubois, Harald Hampel, Stanley Durrleman
Prediction of Amyloidosis from Neuropsychological and MRI Data for Cost Effective Inclusion of Pre-symptomatic Subjects in Clinical Trials. DLMIA/ML-CDS@MICCAI (2017)
Pietro Gori, Olivier Colliot, Linda Marrakchi-Kacem, Yulia Worbe, Cyril Poupon, Andreas Hartmann, Nicholas Ayache, Stanley Durrleman
A Bayesian framework for joint morphometry of surface and curve meshes in multi-object complexes. Medical Image Anal. 35 (2017)
Jorge Samper-González, Ninon Burgos, Sabrina Fontanella, Hugo Bertin, Marie Odile Habert, Stanley Durrleman, Theodoros Evgeniou, Olivier Colliot
Yet Another ADNI Machine Learning Paper? Paving The Way Towards Fully-reproducible Research on Classification of Alzheimer's Disease. CoRR (2017)
Kuldeep Kumar, Pietro Gori, Benjamin Charlier, Stanley Durrleman, Olivier Colliot, Christian Desrosiers
White Matter Fiber Segmentation Using Functional Varifolds. CoRR (2017)
Jorge Samper-González, Ninon Burgos, Sabrina Fontanella, Hugo Bertin, Marie Odile Habert, Stanley Durrleman, Theodoros Evgeniou, Olivier Colliot
Yet Another ADNI Machine Learning Paper? Paving the Way Towards Fully-Reproducible Research on Classification of Alzheimer's Disease. MLMI@MICCAI (2017)
Kuldeep Kumar, Laurent Chauvin, Matthew Toews, Olivier Colliot, Christian Desrosiers
Multi-modal analysis of genetically-related subjects using SIFT descriptors in brain MRI. CoRR (2017)
Emilie Gerardin, Gaël Chételat, Marie Chupin, Rémi Cuingnet, Béatrice Desgranges, Hosung Kim, Marc Niethammer, Bruno Dubois, Stéphane Lehéricy, Line Garnero, Francis Eustache, Olivier Colliot
Multidimensional classification of hippocampal shape features discriminates Alzheimer's disease and mild cognitive impairment from normal aging. CoRR (2017)
Pascal Lu, Olivier Colliot
Multilevel Modeling with Structured Penalties for Classification from Imaging Genetics Data. GRAIL/MFCA/MICGen@MICCAI (2017)
Claire Cury, Joan Alexis Glaunès, Marie Chupin, Olivier Colliot
Analysis of anatomical variability using diffeomorphic iterative centroid in patients with Alzheimer's disease. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 5 (5) (2017)
Alexandre Bône, Maxime Louis, Alexandre Routier, Jorge Samper-González, Michael Bacci, Benjamin Charlier, Olivier Colliot, Stanley Durrleman
Prediction of the Progression of Subcortical Brain Structures in Alzheimer's Disease from Baseline. GRAIL/MFCA/MICGen@MICCAI (2017)
Grégory Operto, Marie Chupin, Bénédicte Batrancourt, Marie Odile Habert, Olivier Colliot, Habib Benali, Cyril Poupon, Catherine Champseix, Christine Delmaire, Marie Sullivan, Denis Rivière, Mélanie Pélégrini-Issac, Vincent Perlbarg, Régine Trébossen, Michel Bottlaender, Vincent Frouin, Antoine Grigis, Dimitri Papadopoulos-Orfanos, Hugo Dary, Ludovic Fillon, Chabha Azouani, Ali Bouyahia, Clara Fischer, Lydie Edward, Mathilde Bouin, Urielle Thoprakarn, Jinpeng Li, Leila Makkaoui, Sylvain Poret, Carole Dufouil, Vincent Bouteloup, Gaël Chételat, Bruno Dubois, Stéphane Lehéricy, Jean-François Mangin, Yann Cointepas
CATI: A Large Distributed Infrastructure for the Neuroimaging of Cohorts. Neuroinformatics 14 (3) (2016)
Linda Marrakchi-Kacem, Alexandre Vignaud, Julien Sein, Johanne Germain, Thomas R. Henry, Cyril Poupon, Lucie Hertz-Pannier, Stéphane Lehéricy, Olivier Colliot, Pierre-François van de Moortele, Marie Chupin
Robust imaging of hippocampal inner structure at 7T: in vivo acquisition protocol and methodological choices. CoRR (2016)
Linda Marrakchi-Kacem, Alexandre Vignaud, Julien Sein, Johanne Germain, Thomas R. Henry, Cyril Poupon, Lucie Hertz-Pannier, Stéphane Lehéricy, Olivier Colliot, Pierre-François van de Moortele, Marie Chupin
Intra-subject multi-slab registration: Application to hippocampal ultra-high resolution imaging at 7T. ATSIP (2016)
Pietro Gori, Olivier Colliot, Linda Marrakchi-Kacem, Yulia Worbe, Fabrizio de Vico Fallani, Mario Chavez, Cyril Poupon, Andreas Hartmann, Nicholas Ayache, Stanley Durrleman
Parsimonious Approximation of Streamline Trajectories in White Matter Fiber Bundles. IEEE Trans. Medical Imaging 35 (12) (2016)
Pietro Gori, Olivier Colliot, Linda Marrakchi-Kacem, Yulia Worbe, Alexandre Routier, Cyril Poupon, Andreas Hartmann, Nicholas Ayache, Stanley Durrleman
Joint Morphometry of Fiber Tracts and Gray Matter Structures Using Double Diffeomorphisms. IPMI (2015)
Jean-Baptiste Schiratti, Stéphanie Allassonnière, Alexandre Routier, Olivier Colliot, Stanley Durrleman
A Mixed-Effects Model with Time Reparametrization for Longitudinal Univariate Manifold-Valued Data. IPMI (2015)
Jean-Baptiste Schiratti, Stéphanie Allassonnière, Olivier Colliot, Stanley Durrleman
Learning spatiotemporal trajectories from manifold-valued longitudinal data. NIPS (2015)
Pietro Gori, Olivier Colliot, Linda Marrakchi-Kacem, Yulia Worbe, Fabrizio de Vico Fallani, Mario Chavez, Sophie Lecomte, Cyril Poupon, Andreas Hartmann, Nicholas Ayache, Stanley Durrleman
A Prototype Representation to Approximate White Matter Bundles with Weighted Currents. MICCAI (3) (2014)
Claire Cury, Joan Alexis Glaunès, Marie Chupin, Olivier Colliot
Fast Template-based Shape Analysis Using Diffeomorphic Iterative Centroid. MIUA (2014)
Pierre Besson, Vera Dinkelacker, Romain Valabrègue, Lionel Thivard, Xavier Leclerc, Michel Baulac, Daniela Sammler, Olivier Colliot, Stéphane Lehéricy, Séverine Samson, Sophie Dupont
Structural connectivity differences in left and right temporal lobe epilepsy. NeuroImage 100 (2014)
Claire Cury, Joan Alexis Glaunès, Olivier Colliot
Template Estimation for Large Database: A Diffeomorphic Iterative Centroid Method Using Currents. GSI (2013)
Pietro Gori, Olivier Colliot, Yulia Worbe, Linda Marrakchi-Kacem, Sophie Lecomte, Cyril Poupon, Andreas Hartmann, Nicholas Ayache, Stanley Durrleman
Bayesian Atlas Estimation for the Variability Analysis of Shape Complexes. MICCAI (1) (2013)
Rémi Cuingnet, Joan Alexis Glaunès, Marie Chupin, Habib Benali, Olivier Colliot
Spatial and Anatomical Regularization of SVM: A General Framework for Neuroimaging Data. IEEE Trans. Pattern Anal. Mach. Intell. 35 (3) (2013)
Thomas Samaille, Olivier Colliot, Rémi Cuingnet, Eric Jouvent, Hugues Chabriat, Didier Dormont, Marie Chupin
Automatic segmentation of white matter hyperintensities robust to multicentre acquisition and pathological variability. Medical Imaging: Image Processing (2012)
Hosung Kim, Marie Chupin, Olivier Colliot, Boris C. Bernhardt, Neda Bernasconi, Andrea Bernasconi
Automatic hippocampal segmentation in temporal lobe epilepsy: Impact of developmental abnormalities. NeuroImage 59 (4) (2012)
Gilad Liberman, Yoram Louzoun, Olivier Colliot, Dafna Ben-Bashat
T 1 Mapping, AIF and Pharmacokinetic Parameter Extraction from Dynamic Contrast Enhancement MRI Data. MBIA (2011)
Guillaume Auzias, Olivier Colliot, Joan Alexis Glaunès, Matthieu Perrot, Jean-François Mangin, Alain Trouvé, Sylvain Baillet
Diffeomorphic Brain Registration Under Exhaustive Sulcal Constraints. IEEE Trans. Medical Imaging 30 (6) (2011)
Rémi Cuingnet, Joan Alexis Glaunès, Marie Chupin, Habib Benali, Olivier Colliot
Anatomical Regularization on Statistical Manifolds for the Classification of Patients with Alzheimer's Disease. MLMI (2011)
Rémi Cuingnet, Charlotte Rosso, Marie Chupin, Stéphane Lehéricy, Didier Dormont, Habib Benali, Yves Samson, Olivier Colliot
Spatial regularization of SVM for the detection of diffusion alterations associated with stroke outcome. Medical Image Anal. 15 (5) (2011)
Thomas Samaille, Olivier Colliot, Didier Dormont, Marie Chupin
Automatic segmentation of age-related white matter changes on flair images: Method and multicentre validation. ISBI (2011)
Rémi Cuingnet, Emilie Gerardin, Jérôme Tessieras, Guillaume Auzias, Stéphane Lehéricy, Marie Odile Habert, Marie Chupin, Habib Benali, Olivier Colliot
Automatic classification of patients with Alzheimer's disease from structural MRI: A comparison of ten methods using the ADNI database. NeuroImage 56 (2) (2011)
Rémi Cuingnet, Marie Chupin, Habib Benali, Olivier Colliot
Spatial and anatomical regularization of SVM for brain image analysis. NIPS (2010)
Rémi Cuingnet, Charlotte Rosso, Stéphane Lehéricy, Didier Dormont, Habib Benali, Yves Samson, Olivier Colliot
Spatially Regularized SVM for the Detection of Brain Areas Associated with Stroke Outcome. MICCAI (1) (2010)
Rémi Cuingnet, Marie Chupin, Habib Benali, Olivier Colliot
Spatial prior in SVM-based classification of brain images. Medical Imaging: Computer-Aided Diagnosis (2010)
Sylvain Baillet, Jean Brunol, Pierre Chavel, Olivier Colliot, Mireille Cuniot-Ponsard, Didier Dormont, Philippe Lalanne, Jacques Martinerie, Bernard Renault, Catherine Tallon-Baudry, Bernard Zalc
Hommage à Line Garnero. La pluridisciplinarité au cœur. Traitement du Signal 27 (3) (2010)
Guillaume Auzias, Joan Alexis Glaunès, Olivier Colliot, Matthieu Perrot, Jean-François Mangin, Alain Trouvé, Sylvain Baillet
DISCO: A Coherent Diffeomorphic Framework for Brain Registration under Exhaustive Sulcal Constraints. MICCAI (1) (2009)
Loretxu Bergouignan, Marie Chupin, Yvonne Czechowska, Serge Kinkingnéhun, Cédric Lemogne, Guillaume Le Bastard, Martin Lepage, Line Garnero, Olivier Colliot, Philippe Fossati
Can voxel based morphometry, manual segmentation and automated segmentation equally detect hippocampal volume differences in acute depression? NeuroImage 45 (1) (2009)
Hassan Khotanlou, Olivier Colliot, Jamal Atif, Isabelle Bloch
3D brain tumor segmentation in MRI using fuzzy classification, symmetry analysis and spatially constrained deformable models. Fuzzy Sets Syst. 160 (10) (2009)
Marie Chupin, Alexander Hammers, Rebecca S. N. Liu, Olivier Colliot, J. Burdett, Éric Bardinet, John S. Duncan, Line Garnero, Louis Lemieux
Automatic segmentation of the hippocampus and the amygdala driven by hybrid constraints: Method and validation. NeuroImage 46 (3) (2009)
Emilie Gerardin, Gaël Chételat, Marie Chupin, Rémi Cuingnet, Béatrice Desgranges, Hosung Kim, Marc Niethammer, Bruno Dubois, Stéphane Lehéricy, Line Garnero, Francis Eustache, Olivier Colliot
Multidimensional classification of hippocampal shape features discriminates Alzheimer's disease and mild cognitive impairment from normal aging. NeuroImage 47 (4) (2009)

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Olivier Colliot