Multidimensional classification of hippocampal shape features discriminates Alzheimer's disease and mild cognitive impairment from normal aging. - Emilie Gerardin; Gaël Chételat; Marie Chupin; Rémi Cuingnet; Béatrice Desgranges; Hosung Kim; Marc Niethammer; Bruno Dubois; Stéphane Lehéricy; Line Garnero; Francis Eustache; Olivier Colliot (NeuroImage, 2009)

Spatial prior in SVM-based classification of brain images. - Rémi Cuingnet; Marie Chupin; Habib Benali; Olivier Colliot (Computer-Aided Diagnosis, 2010)

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

Spatial and anatomical regularization of SVM for brain image analysis. - Rémi Cuingnet; Marie Chupin; Habib Benali; Olivier Colliot (NIPS, 2010)

Anatomical Regularization on Statistical Manifolds for the Classification of Patients with Alzheimer's Disease. - Rémi Cuingnet; Joan Alexis Glaunès; Marie Chupin; Habib Benali; Olivier Colliot (MLMI, 2011)

Spatial regularization of SVM for the detection of diffusion alterations associated with stroke outcome. - Rémi Cuingnet; Charlotte Rosso; Marie Chupin; Stéphane Lehéricy; Didier Dormont; Habib Benali; Yves Samson; Olivier Colliot (Medical Image Anal., 2011)

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; Marie Odile Habert; Marie Chupin; Habib Benali; Olivier Colliot (NeuroImage, 2011)

Automatic Detection and Segmentation of Kidneys in 3D CT Images Using Random Forests. - Rémi Cuingnet; Raphael Prevost; David Lesage; Laurent D. Cohen; Benoit Mory; Roberto Ardon (MICCAI (3), 2012)

Automatic segmentation of white matter hyperintensities robust to multicentre acquisition and pathological variability. - Thomas Samaille; Olivier Colliot; Rémi Cuingnet; Eric Jouvent; Hugues Chabriat; Didier Dormont; Marie Chupin (Image Processing, 2012)

Joint Co-segmentation and Registration of 3D Ultrasound Images. - Raphael Prevost; Rémi Cuingnet; Benoit Mory; Jean-Michel Correas; Laurent D. Cohen; Roberto Ardon (IPMI, 2013)

Where is my baby? A fast fetal head auto-alignment in 3D-ultrasound. - Rémi Cuingnet; Oudom Somphone; Benoit Mory; Raphael Prevost; Mohammad Yaqub; Raffaele Napolitano; Aris T. Papageorghiou; David Roundhill; J. Alison Noble; Roberto Ardon (ISBI, 2013)

A Generic, Robust and Fully-Automatic Workflow for 3D CT Liver Segmentation. - Romane Gauriau; Rémi Cuingnet; Raphael Prevost; Benoit Mory; Roberto Ardon; David Lesage; Isabelle Bloch (Abdominal Imaging, 2013)

Incorporating Shape Variability in Image Segmentation via Implicit Template Deformation. - Raphael Prevost; Rémi Cuingnet; Benoit Mory; Laurent D. Cohen; Roberto Ardon (MICCAI (3), 2013)

Registration of Free-Breathing 3D+t Abdominal Perfusion CT Images via Co-segmentation. - Raphael Prevost; Blandine Romain; Rémi Cuingnet; Benoit Mory; Laurence Rouet; Olivier Lucidarme; Laurent D. Cohen; Roberto Ardon (MICCAI (2), 2013)

Volumetric Segmentation of Key Fetal Brain Structures in 3D Ultrasound. - Mohammad Yaqub; Rémi Cuingnet; Raffaele Napolitano; David Roundhill; Aris T. Papageorghiou; Roberto Ardon; J. Alison Noble (MLMI, 2013)

Spatial and Anatomical Regularization of SVM: A General Framework for Neuroimaging Data. - Rémi Cuingnet; Joan Alexis Glaunès; Marie Chupin; Habib Benali; Olivier Colliot (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

Generation of ultra-realistic synthetic echocardiographic sequences. - Mathieu De Craene; Martino Alessandrini; Pascal Allain; Stéphanie Marchesseau; Irina Wächter-Stehle; Jürgen Weese; Eric Saloux; Hernán G. Morales; Rémi Cuingnet; Hervé Delingette; Maxime Sermesant; Olivier Bernard 001; et al. (ISBI, 2014)

Multi-organ Localization Combining Global-to-Local Regression and Confidence Maps. - Romane Gauriau; Rémi Cuingnet; David Lesage; Isabelle Bloch (MICCAI (3), 2014)

Tagged Template Deformation. - Raphael Prevost; Rémi Cuingnet; Benoit Mory; Laurent D. Cohen; Roberto Ardon (MICCAI (1), 2014)

Fast kidney detection and segmentation with learned kernel convolution and model deformation in 3D ultrasound images. - Roberto Ardon; Rémi Cuingnet; Ketan Bacchuwar; Vincent Auvray (ISBI, 2015)

Motion-Aware Mosaicing for Confocal Laser Endomicroscopy. - Jessie Mahé; Nicolas Linard; Marzieh Kohandani Tafreshi; Tom Vercauteren; Nicholas Ayache; François Lacombe; Rémi Cuingnet (MICCAI (1), 2015)

Multi-organ localization with cascaded global-to-local regression and shape prior. - Romane Gauriau; Rémi Cuingnet; David Lesage; Isabelle Bloch (Medical Image Anal., 2015)

On the Computation of the Logarithm of the Modified Bessel Function of the Second Kind. - Rémi Cuingnet (CoRR, 2023)

When the Small-Loss Trick is Not Enough: Multi-label Image Classification with Noisy Labels Applied to CCTV Sewer Inspections. - Keryan Chelouche; Marie Lachaize; Marine Bernard; Louise Olgiati; Rémi Cuingnet (ECCV Workshops (4), 2024)

Reliable recommendations for CCTV sewer inspections through multi-label image classification. - Rémi Cuingnet; Marine Bernard; Phillipe R. Sampaio; Ines Sakhri; Keryan Chelouche; Jérôme Jossent; Islam Doumi; Emmanuelle Gaudichet; Damien Chenu; Aude Maitrot; Marie Lachaize (Adv. Eng. Informatics, 2025)