Cascarano, Giacomo Donato
Cascarano, Giacomo Donato
Dipartimento di Ingegneria Elettrica e dell'Informazione
0000-0002-1712-3723
A comparison between ANN and SVM classifiers for Parkinson’s disease by using a model-free computer-assisted handwriting analysis based on biometric signals
2018-01-01 Loconsole, Claudio; Cascarano, Giacomo Donato; Lattarulo, Antonio; Brunetti, Antonio; Trotta, Gianpaolo Francesco; Buongiorno, Domenico; Bortone, Ilaria; De Feudis, Irio; Losavio, Giacomo; Bevilacqua, Vitoantonio; Di Sciascio, Eugenio
A comparison between two semantic deep learning frameworks for the autosomal dominant polycystic kidney disease segmentation based on magnetic resonance images
2019-01-01 Bevilacqua, Vitoantonio; Brunetti, Antonio; Cascarano, Giacomo Donato; Guerriero, Andrea; Pesce, Francesco; Moschetta, Marco; Gesualdo, Loreto
A comprehensive approach for physical rehabilitation assessment in multiple sclerosis patients based on gait analysis
2017-01-01 Bevilacqua, Vitoantonio; Trotta, Gianpaolo Francesco; Brunetti, Antonio; Caporusso, Nicholas; Loconsole, Claudio; Cascarano, Giacomo Donato; Catino, Francesco; Cozzoli, Pantaleo; Delfine, Giancarlo; Mastronardi, Adriano; Di Candia, Andrea; Lelli, Giuseppina; Fiore, Pietro
A comprehensive method for assessing the blepharospasm cases severity
2017-01-01 Bevilacqua, Vitoantonio; Uva, Antonio Emmanuele; Fiorentino, Michele; Trotta, Gianpaolo Francesco; Dimatteo, Maurizio; Nasca, Enrico; Nocera, Attilio Nicola; Cascarano, Giacomo Donato; Brunetti, Antonio; Caporusso, Nicholas; Pellicciari, Roberta; Defazio, Giovanni
A Deep Learning Approach for the Automatic Detection and Segmentation in Autosomal Dominant Polycystic Kidney Disease Based on Magnetic Resonance Images
2018-01-01 Bevilacqua, Vitoantonio; Brunetti, Antonio; Cascarano, Giacomo Donato; Palmieri, Flavio; Guerriero, Andrea; Moschetta, Marco
A Deep Learning Instance Segmentation Approach for Global Glomerulosclerosis Assessment in Donor Kidney Biopsies
2020-01-01 Altini, Nicola; Cascarano, Giacomo Donato; Brunetti, Antonio; De Feudis, Irio; Buongiorno, Domenico; Rossini, Michele; Pesce, Francesco; Gesualdo, Loreto; Bevilacqua, Vitoantonio
A low-cost vision system based on the analysis of motor features for recognition and severity rating of Parkinson's Disease
2019-01-01 Buongiorno, Domenico; Bortone, Ilaria; Cascarano, Giacomo Donato; Trotta, Gianpaolo Francesco; Brunetti, Antonio; Bevilacqua, Vitoantonio
A Model-Free Computer-Assisted Handwriting Analysis Exploiting Optimal Topology ANNs on Biometric Signals in Parkinson’s Disease Research
2018-01-01 Bevilacqua, Vitoantonio; Loconsole, Claudio; Brunetti, Antonio; Cascarano, Giacomo Donato; Lattarulo, Antonio; Losavio, Giacomo; Di Sciascio, Eugenio
A model-free technique based on computer vision and sEMG for classification in Parkinson’s disease by using computer-assisted handwriting analysis
2019-01-01 Loconsole, C.; Cascarano, G. D.; Brunetti, A.; Trotta, G. F.; Losavio, G.; Bevilacqua, V.; Di Sciascio, E.
A Multi-modal Tool Suite for Parkinson’s Disease Evaluation and Grading
2020-01-01 Cascarano, Giacomo Donato; Brunetti, Antonio; Buongiorno, Domenico; Trotta, Gianpaolo Francesco; Loconsole, Claudio; Bortone, Ilaria; Bevilacqua, Vitoantonio
A neural network for glomerulus classification based on histological images of kidney biopsy
2021-01-01 Cascarano, Giacomo Donato; Debitonto, Francesco Saverio; Lemma, Ruggero; Brunetti, Antonio; Buongiorno, Domenico; De Feudis, Irio; Guerriero, Andrea; Venere, Umberto; Matino, Silvia; Rocchetti, Maria Teresa; Rossini, Michele; Pesce, Francesco; Gesualdo, Loreto; Bevilacqua, Vitoantonio
A neural network-based software to recognise blepharospasm symptoms and to measure eye closure time
2019-01-01 Trotta, Gianpaolo F; Pellicciari, Roberta; Boccaccio, Antonio; Brunetti, Antonio; Cascarano, Giacomo D; Manghisi, Vito M; Fiorentino, Michele; Uva, Antonio E; Defazio, Giovanni; Bevilacqua, Vitoantonio
A Nonlinear Autoencoder for Kinematic Synergy Extraction from Movement Data Acquired with HTC Vive Trackers
2021-01-01 De Feudis, Irio; Buongiorno, Domenico; Cascarano, Giacomo Donato; Brunetti, Antonio; Micele, Donato; Bevilacqua, Vitoantonio
A Novel Approach Based on Region Growing Algorithm for Liver and Spleen Segmentation from CT Scans
2020-01-01 Prencipe, Berardino; Altini, Nicola; Cascarano, Giacomo Donato; Guerriero, Andrea; Brunetti, Antonio
A novel approach in combination of 3D gait analysis data for aiding clinical decision-making in patients with Parkinson's disease
2017-01-01 Bortone, Ilaria; Trotta, Gianpaolo Francesco; Brunetti, Antonio; Cascarano, Giacomo Donato; Loconsole, Claudio; Agnello, Nadia; Argentiero, Alberto; Nicolardi, Giuseppe; Frisoli, Antonio; Bevilacqua, Vitoantonio
A Supervised Approach to Classify the Status of Bone Mineral Density in Post-Menopausal Women through Static and Dynamic Baropodometry
2018-01-01 Bortone, Ilaria; Trotta, Gianpaolo Francesco; Cascarano, Giacomo Donato; Regina, Paola; Brunetti, Antonio; De Feudis, Irio; Buongiorno, Domenico; Loconsole, Claudio; Bevilacqua, Vitoantonio
A Survey on Deep Learning in Electromyographic Signal Analysis
2019-01-01 Buongiorno, Domenico; Cascarano, Giacomo Donato; Brunetti, Antonio; De Feudis, Irio; Bevilacqua, Vitoantonio
A Tversky Loss-Based Convolutional Neural Network for Liver Vessels Segmentation
2020-01-01 Altini, Nicola; Prencipe, Berardino; Brunetti, Antonio; Brunetti, Gioacchino; Triggiani, Vito; Carnimeo, Leonarda; Marino, Francescomaria; Guerriero, Andrea; Villani, Laura; Scardapane, Arnaldo; Cascarano, Giacomo Donato
An Innovative Neural Network Framework for Glomerulus Classification Based on Morphological and Texture Features Evaluated in Histological Images of Kidney Biopsy
2019-01-01 Cascarano, Giacomo Donato; Debitonto, Francesco Saverio; Lemma, Ruggero; Brunetti, Antonio; Buongiorno, Domenico; De Feudis, Irio; Guerriero, Andrea; Rossini, Michele; Pesce, Francesco; Gesualdo, Loreto; Bevilacqua, Vitoantonio
An undercomplete autoencoder to extract muscle synergies for motor intention detection
2019-01-01 Buongiorno, Domenico; Camardella, Cristian; Cascarano, Giacomo Donato; Pelaez Murciego, Luis; Barsotti, Michele; De Feudis, Irio; Frisoli, Antonio; Bevilacqua, Vitoantonio