Dominique Sappey-Marinier

33 papers B 3Journal 18Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
A generative adversarial optimization strategy for predicting counterfactual trajectories of grey matter atrophy.
Comput. Methods Programs Biomed.
Berardino Barile, Enyi Chen, Thomas Grenier, Dominique Sappey-Marinier
2024 J jnl
Personal Income Performance Correlates with Brain Structural Network Modularity but Not Intelligence Quotient.
Brain Connect.
Fanny Nusbaum, Salem Hannoun, Berardino Barile, Ilaria Suprano, Sabine Mouchet, Dominique Sappey-Marinier
2023 J jnl
Factorizer: A scalable interpretable approach to context modeling for medical image segmentation.
Medical Image Anal.
Pooya Ashtari, Diana Maria Sima, Lieven De Lathauwer, Dominique Sappey-Marinier, Frederik Maes, Sabine Van Huffel
2022 B conf
A Kernel Based Multilinear SVD Approach for Multiple Sclerosis Profiles Classification.
ESANN
Berardino Barile, Pooya Ashtari, Françoise Durand-Dubief, Frederik Maes, Dominique Sappey-Marinier, Sabine Van Huffel
2022 J jnl
Classification of multiple sclerosis clinical profiles using machine learning and grey matter connectome.
Frontiers Robotics AI
Berardino Barile, Pooya Ashtari, Claudio Stamile, Aldo Marzullo, Frederik Maes, Françoise Durand-Dubief, Sabine Van Huffel, Dominique Sappey-Marinier
2022 J jnl
Editorial: Hot topic: Reducing operating times and complication rates through robot-assisted surgery.
Frontiers Robotics AI
Daniele Cafolla, Francesco Calimeri, Huiping Cao, Matteo Russo, Dominique Sappey-Marinier, Paolo Zaffino
2022 J jnl
Ensemble Learning for Multiple Sclerosis Disability Estimation Using Brain Structural Connectivity.
Brain Connect.
Berardino Barile, Aldo Marzullo, Claudio Stamile, Françoise Durand-Dubief, Dominique Sappey-Marinier
2022 J jnl
Factorizer: A Scalable Interpretable Approach to Context Modeling for Medical Image Segmentation.
CoRR
Pooya Ashtari, Diana Maria Sima, Lieven De Lathauwer, Dominique Sappey-Marinier, Frederik Maes, Sabine Van Huffel
2021 J jnl
A Logic-Based Framework Leveraging Neural Networks for Studying the Evolution of Neurological Disorders.
Theory Pract. Log. Program.
Francesco Calimeri, Francesco Cauteruccio, Luca Cinelli, Aldo Marzullo, Claudio Stamile, Giorgio Terracina, Françoise Durand-Dubief, Dominique Sappey-Marinier
2021 J jnl
Data augmentation using generative adversarial neural networks on brain structural connectivity in multiple sclerosis.
Comput. Methods Programs Biomed.
Berardino Barile, Aldo Marzullo, Claudio Stamile, Françoise Durand-Dubief, Dominique Sappey-Marinier
2020 J jnl
Constrained Tensor Decomposition for Longitudinal Analysis of Diffusion Imaging Data.
IEEE J. Biomed. Health Informatics
Claudio Stamile, François Cotton, Dominique Sappey-Marinier, Sabine Van Huffel
2020 B conf
Tensor Factorization of Brain Structural Graph for Unsupervised Classification in Multiple Sclerosis.
ICPR
Berardino Barile, Aldo Marzullo, Claudio Stamile, Françoise Durand-Dubief, Dominique Sappey-Marinier
2019 J jnl
A Logic-Based Framework Leveraging Neural Networks for Studying the Evolution of Neurological Disorders.
CoRR
Francesco Calimeri, Francesco Cauteruccio, Luca Cinelli, Aldo Marzullo, Claudio Stamile, Giorgio Terracina, Françoise Durand-Dubief, Dominique Sappey-Marinier
2019 — conf
Prediction of Multiple Sclerosis Patient Disability from Structural Connectivity using Convolutional Neural Networks.
EMBC
Aldo Marzullo, Gabriel Kocevar, Claudio Stamile, Francesco Calimeri, Giorgio Terracina, Françoise Durand-Dubief, Dominique Sappey-Marinier
2019 — conf
Tensor Based Blind Source Separation in Longitudinal Magnetic Resonance Imaging Analysis.
EMBC
Claudio Stamile, François Cotton, Dominique Sappey-Marinier, Sabine Van Huffel
2018 — ch.
Integrating QuickBundles into a Model-Guided Approach for Extracting "Anatomically-Coherent" and "Symmetry-Aware" White Matter Fiber-Bundles.
Multidisciplinary Approaches to Neural Computing
Francesco Cauteruccio, Claudio Stamile, Giorgio Terracina, Domenico Ursino, Dominique Sappey-Marinier
2017 — conf
A Comparison of Machine Learning Approaches for Classifying Multiple Sclerosis Courses Using MRSI and Brain Segmentations.
ICANN (2)
Adrian Ion-Margineanu, Gabriel Kocevar, Claudio Stamile, Diana Maria Sima, Françoise Durand-Dubief, Sabine Van Huffel, Dominique Sappey-Marinier
2017 J jnl
A genetic algorithm-based model for longitudinal changes detection in white matter fiber-bundles of patient with multiple sclerosis.
Comput. Biol. Medicine
Claudio Stamile, Gabriel Kocevar, François Cotton, Dominique Sappey-Marinier
2017 J jnl
Multiparametric Non-Negative Matrix Factorization for Longitudinal Variations Detection in White-Matter Fiber Bundles.
IEEE J. Biomed. Health Informatics
Claudio Stamile, Gabriel Kocevar, François Cotton, Frederik Maes, Dominique Sappey-Marinier, Sabine Van Huffel
2016 J jnl
An automated string-based approach to extracting and characterizing White Matter fiber-bundles.
Comput. Biol. Medicine
Francesco Cauteruccio, Claudio Stamile, Giorgio Terracina, Domenico Ursino, Dominique Sappey-Marinier
2016 — conf
Improving QuickBundles to Extract Anatomically Coherent White Matter Fiber-Bundles.
ICIAR
Francesco Cauteruccio, Claudio Stamile, Giorgio Terracina, Domenico Ursino, Dominique Sappey-Marinier
2016 — conf
Longitudinal Neuroimaging Analysis Using Non-Negative Matrix Factorization.
SITIS
Claudio Stamile, François Cotton, Dominique Sappey-Marinier, Sabine Van Huffel
2016 — conf
White Matter Fiber-Bundle Analysis Using Non-negative Tensor Factorization.
ICIAR
Claudio Stamile, François Cotton, Frederik Maes, Dominique Sappey-Marinier, Sabine Van Huffel
2015 — conf
A Graph Based Classification Method for Multiple Sclerosis Clinical Forms Using Support Vector Machine.
MLMMI@ICML
Claudio Stamile, Gabriel Kocevar, Salem Hannoun, Françoise Durand-Dubief, Dominique Sappey-Marinier
2015 — conf
A Model-Guided String-Based Approach to White Matter Fiber-Bundles Extraction.
BIH
Claudio Stamile, Francesco Cauteruccio, Giorgio Terracina, Domenico Ursino, Gabriel Kocevar, Dominique Sappey-Marinier
2015 — conf
A longitudinal model for variations detection in white matter fiber-bundles.
IWSSIP
Claudio Stamile, Gabriel Kocevar, François Cotton, Salem Hannoun, Françoise Durand-Dubief, Carole Frindel, David Rousseau, Dominique Sappey-Marinier
2015 B conf
An automated string-based approach to White Matter fiber-bundles clustering.
IJCNN
Francesco Cauteruccio, Claudio Stamile, Giorgio Terracina, Domenico Ursino, Dominique Sappey-Marinier
2012 J jnl
Implementation of an Absolute Brain $^{1}$H-MRS Quantification Method to Assess Different Tissue Alterations in Multiple Sclerosis.
IEEE Trans. Biomed. Eng.
Matthieu Bagory, Françoise Durand-Dubief, Danielle Ibarrola, Jean-Christophe Comte, François Cotton, Christian Confavreux, Dominique Sappey-Marinier
2006 — conf
A comparative study of three tomographic reconstruction methods in cone beam off-centered circular geometry.
ISBI
Solene Valton, Françoise Peyrin, Dominique Sappey-Marinier
2006 J jnl
Analysis of Cone-Beam Artifacts in off-Centered Circular CT for Four Reconstruction Methods.
Int. J. Biomed. Imaging
Solene Valton, Françoise Peyrin, Dominique Sappey-Marinier
2006 J jnl
Axonal injury in the cerebral normal-appearing white matter of patients with multiple sclerosis is related to concurrent demyelination in lesions but not to concurrent demyelination in normal-appearing white matter.
NeuroImage
Sridar Narayanan, Simon J. Francis, John G. Sled, A. C. Santos, Samson Antel, Ives R. Levesque, Steven Brass, Yves Lapierre, Dominique Sappey-Marinier, G. Bruce Pike, Douglas L. Arnold
2005 — conf
Generalization of FDK 3D tomographic reconstruction algorithm for an off-centered cone beam geometry.
ICIP (3)
Solene Valton, Françoise Peyrin, Dominique Sappey-Marinier
1996 J jnl
Automated detection of the left ventricular region in gated nuclear cardiac imaging.
IEEE Trans. Biomed. Eng.
Abd El Ouahab Boudraa, Mohammad Arzi, Jacques Sau, Jacques Champier, Slimane Hadj-Moussa, Jean-Eugène Besson, Dominique Sappey-Marinier, Roland Itti, Jean-Jacques Mallet