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Aldo Marzullo
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Year
Biomedical data augmentation using generative adversarial neural networks
F Calimeri, A Marzullo, C Stamile, G Terracina
Artificial Neural Networks and Machine Learning–ICANN 2017: 26th …, 2017
1332017
Multi-sensor guided hand gesture recognition for a teleoperated robot using a recurrent neural network
W Qi, SE Ovur, Z Li, A Marzullo, R Song
IEEE Robotics and Automation Letters 6 (3), 6039-6045, 2021
582021
Artificial intelligence for brain diseases: A systematic review
A Segato, A Marzullo, F Calimeri, E De Momi
APL bioengineering 4 (4), 041503, 2020
512020
Classification of multiple sclerosis clinical profiles via graph convolutional neural networks
A Marzullo, G Kocevar, C Stamile, F Durand-Dubief, G Terracina, ...
Frontiers in neuroscience 13, 594, 2019
452019
Data augmentation using generative adversarial neural networks on brain structural connectivity in multiple sclerosis
B Barile, A Marzullo, C Stamile, F Durand-Dubief, D Sappey-Marinier
Computer methods and programs in biomedicine 206, 106113, 2021
282021
Optic disc detection using fine tuned convolutional neural networks
F Calimeri, A Marzullo, C Stamile, G Terracina
2016 12th international conference on signal-image technology & internet …, 2016
202016
An open-source covid-19 ct dataset with automatic lung tissue classification for radiomics
P Zaffino, A Marzullo, S Moccia, F Calimeri, E De Momi, B Bertucci, ...
Bioengineering 8 (2), 26, 2021
182021
Graph based neural networks for automatic classification of multiple sclerosis clinical courses.
F Calimeri, A Marzullo, C Stamile, G Terracina
ESANN, 2018
162018
Towards realistic laparoscopic image generation using image-domain translation
A Marzullo, S Moccia, M Catellani, F Calimeri, E De Momi
Computer Methods and Programs in Biomedicine 200, 105834, 2021
152021
A logic-based framework leveraging neural networks for studying the evolution of neurological disorders
F Calimeri, F Cauteruccio, L Cinelli, A Marzullo, C Stamile, G Terracina, ...
Theory and Practice of Logic Programming 21 (1), 80-124, 2021
112021
Using spatial-temporal ensembles of convolutional neural networks for lumen segmentation in ureteroscopy
JF Lazo, A Marzullo, S Moccia, M Catellani, B Rosa, M de Mathelin, ...
International journal of computer assisted radiology and surgery 16 (6), 915-922, 2021
82021
Prediction of multiple sclerosis patient disability from structural connectivity using convolutional neural networks
A Marzullo, G Kocevar, C Stamile, F Calimeri, G Terracina, ...
2019 41st Annual International Conference of the IEEE Engineering in …, 2019
72019
Mixing logic programming and neural networks to support neurological disorders analysis
F Calimeri, F Cauteruccio, A Marzullo, C Stamile, G Terracina
Rules and Reasoning: Second International Joint Conference, RuleML+ RR 2018 …, 2018
72018
Graph Machine Learning: Take graph data to the next level by applying machine learning techniques and algorithms
C Stamile, A Marzullo, E Deusebio
Packt Publishing Ltd, 2021
62021
Microstructural changes in the left mesocorticolimbic pathway are associated with the comorbid development of fatigue and depression in multiple sclerosis
M Palotai, C Small, N Makris, NG Somes, AM Pinzon, Y Rathi, A Marzullo, ...
Journal of Neuroimaging 31 (3), 501-507, 2021
52021
A tensor-based mutation operator for Neuroevolution of Augmenting Topologies (NEAT)
A Marzullo, C Stamile, G Terracina, F Calimeri, S Van Huffel
2017 IEEE Congress on Evolutionary Computation (CEC), 681-687, 2017
52017
International Conference on Artificial Neural Networks
F Calimeri, A Marzullo, C Stamile, G Terracina
Springer, 2017
52017
A lumen segmentation method in ureteroscopy images based on a deep residual u-net architecture
JF Lazo, A Marzullo, S Moccia, M Catellani, B Rosa, F Calimeri, ...
2020 25th International Conference on Pattern Recognition (ICPR), 9203-9210, 2021
42021
Blood vessel segmentation in retinal fundus images using Hypercube NeuroEvolution of augmenting topologies (HyperNEAT)
F Calimeri, A Marzullo, C Stamile, G Terracina
Quantifying and Processing Biomedical and Behavioral Signals, 173-183, 2018
42018
Ensemble learning for multiple sclerosis disability estimation using brain structural connectivity
B Barile, A Marzullo, C Stamile, F Durand-Dubief, D Sappey-Marinier
Brain Connectivity 12 (5), 476-488, 2022
32022
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