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2020 – today
- 2022
[j8]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): 476-488 (2022)- [j7]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) - 2021
- [j6]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: 106113 (2021) - [j5]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): 80-124 (2021) - 2020
- [j4]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): 1137-1148 (2020) - [c17]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: 5052-5059
2010 – 2019
- 2019
- [c16]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: 2087-2090 - [c15]Claudio Stamile, François Cotton, Dominique Sappey-Marinier, Sabine Van Huffel:
Tensor Based Blind Source Separation in Longitudinal Magnetic Resonance Imaging Analysis. EMBC 2019: 3879-3883 - [p2]Francesco Calimeri, Aldo Marzullo, Claudio Stamile, Giorgio Terracina:
Blood Vessel Segmentation in Retinal Fundus Images Using Hypercube NeuroEvolution of Augmenting Topologies (HyperNEAT). Quantifying and Processing Biomedical and Behavioral Signals 2019: 173-183 - [i1]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 abs/1910.09472 (2019) - 2018
- [c14]Francesco Calimeri, Aldo Marzullo, Claudio Stamile, Giorgio Terracina:
Graph based neural networks for automatic classification of multiple sclerosis clinical courses. ESANN 2018 - [c13]Francesco Calimeri, Francesco Cauteruccio, Aldo Marzullo, Claudio Stamile, Giorgio Terracina:
Mixing Logic Programming and Neural Networks to Support Neurological Disorders Analysis. RuleML+RR 2018: 33-47 - [p1]Francesco Cauteruccio, Claudio Stamile, Giorgio Terracina, Domenico Ursino, Dominique Sappey-Marinier:
Integrating QuickBundles into a Model-Guided Approach for Extracting "Anatomically-Coherent" and "Symmetry-Aware" White Matter Fiber-Bundles. Multidisciplinary Approaches to Neural Computing 2018: 39-46 - 2017
- [j3]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: 182-188 (2017) - [j2]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): 1393-1402 (2017) - [c12]Aldo Marzullo, Claudio Stamile, Giorgio Terracina, Francesco Calimeri, Sabine Van Huffel:
A tensor-based mutation operator for Neuroevolution of Augmenting Topologies (NEAT). CEC 2017: 681-687 - [c11]Francesco Calimeri, Aldo Marzullo, Claudio Stamile, Giorgio Terracina:
Biomedical Data Augmentation Using Generative Adversarial Neural Networks. ICANN (2) 2017: 626-634 - [c10]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: 643-651 - [c9]Francesco Calimeri, Mirco Caracciolo, Aldo Marzullo, Claudio Stamile:
BioHIPI: Biomedical Hadoop Image Processing Interface. MOD 2017: 540-548 - 2016
- [j1]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: 64-75 (2016) - [c8]Francesco Cauteruccio, Claudio Stamile, Giorgio Terracina, Domenico Ursino, Dominique Sappey-Marinier:
Improving QuickBundles to Extract Anatomically Coherent White Matter Fiber-Bundles. ICIAR 2016: 633-641 - [c7]Claudio Stamile, François Cotton, Frederik Maes, Dominique Sappey-Marinier, Sabine Van Huffel:
White Matter Fiber-Bundle Analysis Using Non-negative Tensor Factorization. ICIAR 2016: 650-657 - [c6]Claudio Stamile, François Cotton, Dominique Sappey-Marinier, Sabine Van Huffel:
Longitudinal Neuroimaging Analysis Using Non-Negative Matrix Factorization. SITIS 2016: 55-61 - [c5]Francesco Calimeri, Aldo Marzullo, Claudio Stamile, Giorgio Terracina:
Optic Disc Detection Using Fine Tuned Convolutional Neural Networks. SITIS 2016: 69-75 - 2015
- [c4]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: 135-144 - [c3]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: 57-64 - [c2]Francesco Cauteruccio, Claudio Stamile, Giorgio Terracina, Domenico Ursino, Dominique Sappey-Marinier:
An automated string-based approach to White Matter fiber-bundles clustering. IJCNN 2015: 1-8 - [c1]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: 57-60
Coauthor Index
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