A Model-Guided String-Based Approach to White Matter Fiber-Bundles Extraction. - Claudio Stamile; Francesco Cauteruccio; Giorgio Terracina; Domenico Ursino; Gabriel Kocevar; Dominique Sappey-Marinier (BIH, 2015)

A Graph Based Classification Method for Multiple Sclerosis Clinical Forms Using Support Vector Machine. - Claudio Stamile; Gabriel Kocevar; Salem Hannoun; Françoise Durand-Dubief; Dominique Sappey-Marinier (MLMMI@ICML, 2015)

An automated string-based approach to White Matter fiber-bundles clustering. - Francesco Cauteruccio; Claudio Stamile; Giorgio Terracina; Domenico Ursino; Dominique Sappey-Marinier (IJCNN, 2015)

A longitudinal model for variations detection in white matter fiber-bundles. - Claudio Stamile; Gabriel Kocevar; François Cotton; Salem Hannoun; Françoise Durand-Dubief; Carole Frindel; David Rousseau; Dominique Sappey-Marinier (IWSSIP, 2015)

Improving QuickBundles to Extract Anatomically Coherent White Matter Fiber-Bundles. - Francesco Cauteruccio; Claudio Stamile; Giorgio Terracina; Domenico Ursino; Dominique Sappey-Marinier (ICIAR, 2016)

White Matter Fiber-Bundle Analysis Using Non-negative Tensor Factorization. - Claudio Stamile; François Cotton; Frederik Maes; Dominique Sappey-Marinier; Sabine Van Huffel (ICIAR, 2016)

Optic Disc Detection Using Fine Tuned Convolutional Neural Networks. - Francesco Calimeri; Aldo Marzullo; Claudio Stamile; Giorgio Terracina (SITIS, 2016)

Longitudinal Neuroimaging Analysis Using Non-Negative Matrix Factorization. - Claudio Stamile; François Cotton; Dominique Sappey-Marinier; Sabine Van Huffel (SITIS, 2016)

An automated string-based approach to extracting and characterizing White Matter fiber-bundles. - Francesco Cauteruccio; Claudio Stamile; Giorgio Terracina; Domenico Ursino; Dominique Sappey-Marinier (Comput. Biol. Medicine, 2016)

A tensor-based mutation operator for Neuroevolution of Augmenting Topologies (NEAT). - Aldo Marzullo; Claudio Stamile; Giorgio Terracina; Francesco Calimeri; Sabine Van Huffel (CEC, 2017)

Biomedical Data Augmentation Using Generative Adversarial Neural Networks. - Francesco Calimeri; Aldo Marzullo; Claudio Stamile; Giorgio Terracina (ICANN (2), 2017)

A Comparison of Machine Learning Approaches for Classifying Multiple Sclerosis Courses Using MRSI and Brain Segmentations. - Adrian Ion-Margineanu; Gabriel Kocevar; Claudio Stamile; Diana Maria Sima; Françoise Durand-Dubief; Sabine Van Huffel; Dominique Sappey-Marinier (ICANN (2), 2017)

BioHIPI: Biomedical Hadoop Image Processing Interface. - Francesco Calimeri; Mirco Caracciolo; Aldo Marzullo; Claudio Stamile (MOD, 2017)

A genetic algorithm-based model for longitudinal changes detection in white matter fiber-bundles of patient with multiple sclerosis. - Claudio Stamile; Gabriel Kocevar; François Cotton; Dominique Sappey-Marinier (Comput. Biol. Medicine, 2017)

Multiparametric Non-Negative Matrix Factorization for Longitudinal Variations Detection in White-Matter Fiber Bundles. - Claudio Stamile; Gabriel Kocevar; François Cotton; Frederik Maes; Dominique Sappey-Marinier; Sabine Van Huffel (IEEE J. Biomed. Health Informatics, 2017)

Graph based neural networks for automatic classification of multiple sclerosis clinical courses. - Francesco Calimeri; Aldo Marzullo; Claudio Stamile; Giorgio Terracina (ESANN, 2018)

Mixing Logic Programming and Neural Networks to Support Neurological Disorders Analysis. - Francesco Calimeri; Francesco Cauteruccio; Aldo Marzullo; Claudio Stamile; Giorgio Terracina (RuleML+RR, 2018)

Integrating QuickBundles into a Model-Guided Approach for Extracting "Anatomically-Coherent" and "Symmetry-Aware" White Matter Fiber-Bundles. - Francesco Cauteruccio; Claudio Stamile; Giorgio Terracina; Domenico Ursino; Dominique Sappey-Marinier (Multidisciplinary Approaches to Neural Computing, 2018)

Prediction of Multiple Sclerosis Patient Disability from Structural Connectivity using Convolutional Neural Networks. - Aldo Marzullo; Gabriel Kocevar; Claudio Stamile; Francesco Calimeri; Giorgio Terracina; Françoise Durand-Dubief; Dominique Sappey-Marinier (EMBC, 2019)

Tensor Based Blind Source Separation in Longitudinal Magnetic Resonance Imaging Analysis. - Claudio Stamile; François Cotton; Dominique Sappey-Marinier; Sabine Van Huffel (EMBC, 2019)

Blood Vessel Segmentation in Retinal Fundus Images Using Hypercube NeuroEvolution of Augmenting Topologies (HyperNEAT). - Francesco Calimeri; Aldo Marzullo; Claudio Stamile; Giorgio Terracina (Quantifying and Processing Biomedical and Behavioral Signals, 2019)

Tensor Factorization of Brain Structural Graph for Unsupervised Classification in Multiple Sclerosis. - Berardino Barile; Aldo Marzullo; Claudio Stamile; Françoise Durand-Dubief; Dominique Sappey-Marinier (ICPR, 2020)

Constrained Tensor Decomposition for Longitudinal Analysis of Diffusion Imaging Data. - Claudio Stamile; François Cotton; Dominique Sappey-Marinier; Sabine Van Huffel (IEEE J. Biomed. Health Informatics, 2020)

Data augmentation using generative adversarial neural networks on brain structural connectivity in multiple sclerosis. - Berardino Barile; Aldo Marzullo; Claudio Stamile; Françoise Durand-Dubief; Dominique Sappey-Marinier (Comput. Methods Programs Biomed., 2021)

A Logic-Based Framework Leveraging Neural Networks for Studying the Evolution of Neurological Disorders. - Francesco Calimeri; Francesco Cauteruccio; Luca Cinelli; Aldo Marzullo; Claudio Stamile; Giorgio Terracina; Françoise Durand-Dubief; Dominique Sappey-Marinier (Theory Pract. Log. Program., 2021)

Ensemble Learning for Multiple Sclerosis Disability Estimation Using Brain Structural Connectivity. - Berardino Barile; Aldo Marzullo; Claudio Stamile; Françoise Durand-Dubief; Dominique Sappey-Marinier (Brain Connect., 2022)

Classification of multiple sclerosis clinical profiles using machine learning and grey matter connectome. - Berardino Barile; Pooya Ashtari; Claudio Stamile; Aldo Marzullo; Frederik Maes; Françoise Durand-Dubief; Sabine Van Huffel; Dominique Sappey-Marinier (Frontiers Robotics AI, 2022)