Aldo Marzullo
Aldo Marzullo
Email verificata su mat.unical.it
Titolo
Citata da
Citata da
Anno
Biomedical data augmentation using generative adversarial neural networks
F Calimeri, A Marzullo, C Stamile, G Terracina
International conference on artificial neural networks, 626-634, 2017
822017
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
192019
Artificial intelligence for brain diseases: A systematic review
A Segato, A Marzullo, F Calimeri, E De Momi
APL bioengineering 4 (4), 041503, 2020
182020
Graph based neural networks for automatic classification of multiple sclerosis clinical courses.
F Calimeri, A Marzullo, C Stamile, G Terracina
ESANN, 2018
152018
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 & Internetá…, 2016
152016
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
72021
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
62021
Mixing logic programming and neural networks to support neurological disorders analysis
F Calimeri, F Cauteruccio, A Marzullo, C Stamile, G Terracina
International Joint Conference on Rules and Reasoning, 33-47, 2018
52018
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
32021
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 iná…, 2019
32019
Blood vessel segmentation in retinal fundus images using Hypercube NeuroEvolution of augmenting topologies (HyperNEAT)
F Calimeri, A Marzullo, C Stamile, G Terracina
Italian Workshop on Neural Nets, 173-183, 2017
32017
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
32017
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
22021
Multi-sensor Guided Hand Gestures Recognition for Teleoperated Robot using Recurrent Neural Network
W Qi, SE Ovur, Z Li, A Marzullo, R Song
IEEE Robotics and Automation Letters, 2021
22021
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
12021
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, 1-8, 2021
12021
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
12021
Classification and survival prediction in Diffuse Large B-cell Lymphoma by gene expression profiling
P Bruno, F Calimeri, A Marzullo
International Conference on Machine Learning, Optimization, and Data Scienceá…, 2018
12018
BioHIPI: biomedical hadoop image processing interface
F Calimeri, M Caracciolo, A Marzullo, C Stamile
International Workshop on Machine Learning, Optimization, and Big Data, 540-548, 2017
12017
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, 2021
2021
Il sistema al momento non pu˛ eseguire l'operazione. Riprova pi¨ tardi.
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