Claudio Stamile

29 papers B 5Journal 9Unranked 13
YearRankTypeTitle / Venue / Authors
2025 — conf
BeaverTails-IT: Towards a Safety Benchmark for Evaluating Italian Large Language Models.
CLiC-it
Giuseppe Magazzù, Alberto Sormani, Giulia Rizzi, Francesca Pulerà, Daniel Scalena, Stefano Cariddi, Edoardo Michielon, Marco Pasqualini, Claudio Stamile, Elisabetta Fersini
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
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
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 — ch.
Blood Vessel Segmentation in Retinal Fundus Images Using Hypercube NeuroEvolution of Augmenting Topologies (HyperNEAT).
Quantifying and Processing Biomedical and Behavioral Signals
Francesco Calimeri, Aldo Marzullo, Claudio Stamile, Giorgio Terracina
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 B conf
Graph based neural networks for automatic classification of multiple sclerosis clinical courses.
ESANN
Francesco Calimeri, Aldo Marzullo, Claudio Stamile, Giorgio Terracina
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
2018 B conf
Mixing Logic Programming and Neural Networks to Support Neurological Disorders Analysis.
RuleML+RR
Francesco Calimeri, Francesco Cauteruccio, Aldo Marzullo, Claudio Stamile, Giorgio Terracina
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 B conf
A tensor-based mutation operator for Neuroevolution of Augmenting Topologies (NEAT).
CEC
Aldo Marzullo, Claudio Stamile, Giorgio Terracina, Francesco Calimeri, Sabine Van Huffel
2017 — conf
BioHIPI: Biomedical Hadoop Image Processing Interface.
MOD
Francesco Calimeri, Mirco Caracciolo, Aldo Marzullo, Claudio Stamile
2017 — conf
Biomedical Data Augmentation Using Generative Adversarial Neural Networks.
ICANN (2)
Francesco Calimeri, Aldo Marzullo, Claudio Stamile, Giorgio Terracina
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
Optic Disc Detection Using Fine Tuned Convolutional Neural Networks.
SITIS
Francesco Calimeri, Aldo Marzullo, Claudio Stamile, Giorgio Terracina
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