Claudio Stamile

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 27

Top Topics

Magnetic Resonance

Multiple Sclerosis

Tensor Factorization

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Berardino Barile, Pooya Ashtari, Claudio Stamile, Aldo Marzullo, Frederik Maes, Françoise Durand-Dubief, Sabine Van Huffel, Dominique Sappey-Marinier
Classification of multiple sclerosis clinical profiles using machine learning and grey matter connectome. Frontiers Robotics AI 9 (2022)
Berardino Barile, Aldo Marzullo, Claudio Stamile, Françoise Durand-Dubief, Dominique Sappey-Marinier
Ensemble Learning for Multiple Sclerosis Disability Estimation Using Brain Structural Connectivity. Brain Connect. 12 (5) (2022)
Berardino Barile, Pooya Ashtari, Claudio Stamile, Aldo Marzullo, Frederik Maes, Françoise Durand-Dubief, Sabine Van Huffel, Dominique Sappey-Marinier
Classification of multiple sclerosis clinical profiles using machine learning and grey matter connectome. Future Internet 9 (2022)
Berardino Barile, Aldo Marzullo, Claudio Stamile, Françoise Durand-Dubief, Dominique Sappey-Marinier
Data augmentation using generative adversarial neural networks on brain structural connectivity in multiple sclerosis. Comput. Methods Programs Biomed. 206 (2021)
Francesco Calimeri, Francesco Cauteruccio, Luca Cinelli, Aldo Marzullo, Claudio Stamile, Giorgio Terracina, Françoise Durand-Dubief, Dominique Sappey-Marinier
A Logic-Based Framework Leveraging Neural Networks for Studying the Evolution of Neurological Disorders. Theory Pract. Log. Program. 21 (1) (2021)
Claudio Stamile, François Cotton, Dominique Sappey-Marinier, Sabine Van Huffel
Constrained Tensor Decomposition for Longitudinal Analysis of Diffusion Imaging Data. IEEE J. Biomed. Health Informatics 24 (4) (2020)
Berardino Barile, Aldo Marzullo, Claudio Stamile, Françoise Durand-Dubief, Dominique Sappey-Marinier
Tensor Factorization of Brain Structural Graph for Unsupervised Classification in Multiple Sclerosis. ICPR (2020)
Francesco Calimeri, Francesco Cauteruccio, Luca Cinelli, Aldo Marzullo, Claudio Stamile, Giorgio Terracina, Françoise Durand-Dubief, Dominique Sappey-Marinier
A Logic-Based Framework Leveraging Neural Networks for Studying the Evolution of Neurological Disorders. CoRR (2019)
Claudio Stamile, François Cotton, Dominique Sappey-Marinier, Sabine Van Huffel
Tensor Based Blind Source Separation in Longitudinal Magnetic Resonance Imaging Analysis. EMBC (2019)
Aldo Marzullo, Gabriel Kocevar, Claudio Stamile, Francesco Calimeri, Giorgio Terracina, Françoise Durand-Dubief, Dominique Sappey-Marinier
Prediction of Multiple Sclerosis Patient Disability from Structural Connectivity using Convolutional Neural Networks. EMBC (2019)
Francesco Calimeri, Aldo Marzullo, Claudio Stamile, Giorgio Terracina
Graph based neural networks for automatic classification of multiple sclerosis clinical courses. ESANN (2018)
Francesco Calimeri, Francesco Cauteruccio, Aldo Marzullo, Claudio Stamile, Giorgio Terracina
Mixing Logic Programming and Neural Networks to Support Neurological Disorders Analysis. RuleML+RR (2018)
Adrian Ion-Margineanu, Gabriel Kocevar, Claudio Stamile, Diana Maria Sima, Françoise Durand-Dubief, Sabine Van Huffel, Dominique Sappey-Marinier
A Comparison of Machine Learning Approaches for Classifying Multiple Sclerosis Courses Using MRSI and Brain Segmentations. ICANN (2) (2017)
Claudio Stamile, Gabriel Kocevar, François Cotton, Dominique Sappey-Marinier
A genetic algorithm-based model for longitudinal changes detection in white matter fiber-bundles of patient with multiple sclerosis. Comput. Biol. Medicine 84 (2017)
Francesco Calimeri, Mirco Caracciolo, Aldo Marzullo, Claudio Stamile
BioHIPI: Biomedical Hadoop Image Processing Interface. MOD (2017)
Aldo Marzullo, Claudio Stamile, Giorgio Terracina, Francesco Calimeri, Sabine Van Huffel
A tensor-based mutation operator for Neuroevolution of Augmenting Topologies (NEAT). CEC (2017)
Claudio Stamile, Gabriel Kocevar, François Cotton, Frederik Maes, Dominique Sappey-Marinier, Sabine Van Huffel
Multiparametric Non-Negative Matrix Factorization for Longitudinal Variations Detection in White-Matter Fiber Bundles. IEEE J. Biomed. Health Informatics 21 (5) (2017)
Francesco Calimeri, Aldo Marzullo, Claudio Stamile, Giorgio Terracina
Biomedical Data Augmentation Using Generative Adversarial Neural Networks. ICANN (2) (2017)
Francesco Calimeri, Aldo Marzullo, Claudio Stamile, Giorgio Terracina
Optic Disc Detection Using Fine Tuned Convolutional Neural Networks. SITIS (2016)
Francesco Cauteruccio, Claudio Stamile, Giorgio Terracina, Domenico Ursino, Dominique Sappey-Marinier
Improving QuickBundles to Extract Anatomically Coherent White Matter Fiber-Bundles. ICIAR (2016)
Claudio Stamile, François Cotton, Dominique Sappey-Marinier, Sabine Van Huffel
Longitudinal Neuroimaging Analysis Using Non-Negative Matrix Factorization. SITIS (2016)
Claudio Stamile, François Cotton, Frederik Maes, Dominique Sappey-Marinier, Sabine Van Huffel
White Matter Fiber-Bundle Analysis Using Non-negative Tensor Factorization. ICIAR (2016)
Francesco Cauteruccio, Claudio Stamile, Giorgio Terracina, Domenico Ursino, Dominique Sappey-Marinier
An automated string-based approach to extracting and characterizing White Matter fiber-bundles. Comput. Biol. Medicine 77 (2016)
Claudio Stamile, Francesco Cauteruccio, Giorgio Terracina, Domenico Ursino, Gabriel Kocevar, Dominique Sappey-Marinier
A Model-Guided String-Based Approach to White Matter Fiber-Bundles Extraction. BIH (2015)
Claudio Stamile, Gabriel Kocevar, Salem Hannoun, Françoise Durand-Dubief, Dominique Sappey-Marinier
A Graph Based Classification Method for Multiple Sclerosis Clinical Forms Using Support Vector Machine. MLMMI@ICML (2015)
Claudio Stamile, Gabriel Kocevar, François Cotton, Salem Hannoun, Françoise Durand-Dubief, Carole Frindel, David Rousseau, Dominique Sappey-Marinier
A longitudinal model for variations detection in white matter fiber-bundles. IWSSIP (2015)
Francesco Cauteruccio, Claudio Stamile, Giorgio Terracina, Domenico Ursino, Dominique Sappey-Marinier
An automated string-based approach to White Matter fiber-bundles clustering. IJCNN (2015)