Olivier Colliot

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): 682-696 (2013)

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): 3178-3186 (2012)

Rémi Cuingnet, Charlotte Rosso, Marie Chupin, Stéphane Lehericy, Didier Dormont, Habib Benali, Yves Samson, Olivier Colliot: Spatial regularization of SVM for the detection of diffusion alterations associated with stroke outcome. Medical Image Analysis 15(5): 729-737 (2011)

Rémi Cuingnet, Emilie Gerardin, Jérôme Tessieras, Guillaume Auzias, Stéphane Lehericy, 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): 766-781 (2011)

Guillaume Auzias, Olivier Colliot, Joan Glaunes, Matthieu Perrot, Jean-François Mangin, Alain Trouvé, Sylvain Baillet: Diffeomorphic Brain Registration Under Exhaustive Sulcal Constraints. IEEE Trans. Med. Imaging 30(6): 1214-1227 (2011)

T. Samaille, Olivier Colliot, Didier Dormont, Marie Chupin: Automatic segmentation of age-related white matter changes on flair images: Method and multicentre validation. ISBI 2011: 2014-2017

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: 76-83

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: 201-208

Rémi Cuingnet, Charlotte Rosso, Stéphane Lehericy, Didier Dormont, Habib Benali, Yves Samson, Olivier Colliot: Spatially Regularized SVM for the Detection of Brain Areas Associated with Stroke Outcome. MICCAI (1) 2010: 316-323

Rémi Cuingnet, Marie Chupin, Habib Benali, Olivier Colliot: Spatial and anatomical regularization of SVM for brain image analysis. NIPS 2010: 460-468

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 and Systems 160(10): 1457-1473 (2009)

Marie Chupin, Alexander Hammers, Rebecca S. N. Liu, Olivier Colliot, J. Burdett, Eric 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): 749-761 (2009)

Emilie Gerardin, Gaël Chetelat, Marie Chupin, Rémi Cuingnet, Béatrice Desgranges, Hosung Kim, Marc Niethammer, Bruno Dubois, Stéphane Lehericy, 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): 1476-1486 (2009)

Guillaume Auzias, Joan Glaunes, 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: 730-738

A. Moreno, Celina Maki Takemura, Olivier Colliot, Oscar Camara, Isabelle Bloch: Using anatomical knowledge expressed as fuzzy constraints to segment the heart in CT images. Pattern Recognition 41(8): 2525-2540 (2008)

Marie Chupin, Gaël Chetelat, Louis Lemieux, Bruno Dubois, Line Garnero, Habib Benali, Francis Eustache, Stéphane Lehericy, Béatrice Desgranges, Olivier Colliot: Fully automatic hippocampus segmentation discriminates between early Alzheimer's disease and normal aging. ISBI 2008: 97-100

Guillaume Auzias, Joan Glaunes, Arnaud Cachia, Pascal Cathier, Eric Bardinet, Olivier Colliot, Jean-Francois Mangin, Alain Trouvé, Sylvain Baillet: Multi-scale diffeomorphic cortical registration under manifold sulcal constraints. ISBI 2008: 1127-1130

Pierre Besson, Olivier Colliot, Alan C. Evans, Andrea Bernasconi: Automatic detection of subtle focal cortical dysplasia using surface-based features on MRI. ISBI 2008: 1633-1636

Lilia Mesrob, Benoit Magnin, Olivier Colliot, Marie Sarazin, Valérie Hahn-Barma, Bruno Dubois, Patrick Gallinari, Stéphane Lehericy, Serge Kinkingnéhun, Habib Benali: Identification of Atrophy Patterns in Alzheimer's Disease Based on SVM Feature Selection and Anatomical Parcellation. MIAR 2008: 124-132

Pierre Besson, Neda Bernasconi, Olivier Colliot, Alan C. Evans, Andrea Bernasconi: Surface-Based Texture and Morphological Analysis Detects Subtle Cortical Dysplasia. MICCAI (1) 2008: 645-652

Hosung Kim, Pierre Besson, Olivier Colliot, Andrea Bernasconi, Neda Bernasconi: Surface-Based Vector Analysis Using Heat Equation Interpolation: A New Approach to Quantify Local Hippocampal Volume Changes. MICCAI (1) 2008: 1008-1015

Oscar Camara, Gaspar Delso, Olivier Colliot, Antonio Moreno-Ingelmo, Isabelle Bloch: Explicit Incorporation of Prior Anatomical Information Into a Nonrigid Registration of Thoracic and Abdominal CT and 18-FDG Whole-Body Emission PET Images. IEEE Trans. Med. Imaging 26(2): 164-178 (2007)

Marie Chupin, Alexander Hammers, Eric Bardinet, Olivier Colliot, Rebecca S. N. Liu, John S. Duncan, Line Garnero, Louis Lemieux: Fully Automatic Segmentation of the Hippocampus and the Amygdala from MRI Using Hybrid Prior Knowledge. MICCAI (1) 2007: 875-882

Olivier Colliot, Oscar Camara, Isabelle Bloch: Integration of fuzzy spatial relations in deformable models - Application to brain MRI segmentation. Pattern Recognition 39(8): 1401-1414 (2006)

Isabelle Bloch, Olivier Colliot, Roberto Marcondes Cesar Junior: On the Ternary Spatial Relation "Between". IEEE Transactions on Systems, Man, and Cybernetics, Part B 36(2): 312-327 (2006)

Olivier Colliot, Tommaso Mansi, Pierre Besson, Neda Bernasconi, Andrea Bernasconi: Improved segmentation of focal cortical dysplasia lesions on MRI using expansion towards cortical boundaries. ISBI 2006: 323-326

Isabelle Bloch, Olivier Colliot, Oscar Camara, Thierry Géraud: Fusion of spatial relationships for guiding recognition, example of brain structure recognition in 3D MRI. Pattern Recognition Letters 26(4): 449-457 (2005)

Olivier Colliot, Tommaso Mansi, Neda Bernasconi, V. Naessens, D. Klironomos, Andrea Bernasconi: Segmentation of Focal Cortical Dysplasia Lesions Using a Feature-Based Level Set. MICCAI 2005: 375-382

Hassan Khotanlou, Jamal Atif, Olivier Colliot, Isabelle Bloch: 3D Brain Tumor Segmentation Using Fuzzy Classification and Deformable Models. WILF 2005: 312-318

Olivier Colliot, Alexander V. Tuzikov, Roberto M. Cesar, Isabelle Bloch: Approximate reflectional symmetries of fuzzy objects with an application in model-based object recognition. Fuzzy Sets and Systems 147(1): 141-163 (2004)

Oscar Camara, Olivier Colliot, Isabelle Bloch: Computational modeling of thoracic and abdominal anatomy using spatial relationships for image segmentation. Real-Time Imaging 10(4): 263-273 (2004)

Alexander V. Tuzikov, Olivier Colliot, Isabelle Bloch: Evaluation of the symmetry plane in 3D MR brain images. Pattern Recognition Letters 24(14): 2219-2233 (2003)

Alexander V. Tuzikov, Olivier Colliot, Isabelle Bloch: Brain Symmetry Plane Computation in MR Images Using Inertia Axes and Optimization. ICPR (1) 2002: 516-519