Giacomo Donato Cascarano

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 26

Top Topics

Multiple Sclerosis

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Nicola Altini, Berardino Prencipe, Giacomo Donato Cascarano, Antonio Brunetti, Gioacchino Brunetti, Vito Triggiani, Leonarda Carnimeo, Francescomaria Marino, Andrea Guerriero, Laura Villani, Arnaldo Scardapane, Vitoantonio Bevilacqua
Liver, kidney and spleen segmentation from CT scans and MRI with deep learning: A survey. Neurocomputing 490 (2022)
Nicola Altini, Tommaso Maria Marvulli, Mariapia Caputo, Eliseo Mattioli, Berardino Prencipe, Giacomo Donato Cascarano, Antonio Brunetti, Stefania Tommasi, Vitoantonio Bevilacqua, Simona De Summa, Alfredo Zito
Multi-class Tissue Classification in Colorectal Cancer with Handcrafted and Deep Features. ICIC (1) (2021)
Domenico Buongiorno, Giacomo Donato Cascarano, Irio De Feudis, Antonio Brunetti, Leonarda Carnimeo, Giovanni Dimauro, Vitoantonio Bevilacqua
Deep learning for processing electromyographic signals: A taxonomy-based survey. Neurocomputing 452 (2021)
Giacomo Donato Cascarano, Francesco Saverio Debitonto, Ruggero Lemma, Antonio Brunetti, Domenico Buongiorno, Irio De Feudis, Andrea Guerriero, Umberto Venere, Silvia Matino, Maria Teresa Rocchetti, Michele Rossini, Francesco Pesce, Loreto Gesualdo, Vitoantonio Bevilacqua
A neural network for glomerulus classification based on histological images of kidney biopsy. BMC Medical Informatics Decis. Mak. (1) (2021)
Domenico Buongiorno, Giacomo Donato Cascarano, Cristian Camardella, Irio De Feudis, Antonio Frisoli, Vitoantonio Bevilacqua
Task-Oriented Muscle Synergy Extraction Using An Autoencoder-Based Neural Model. Inf. 11 (4) (2020)
Giacomo Losavio, Bernadette Tamma, Angelo Abbattista, Sabina Ilaria Tatò, Domenico Buongiorno, Giacomo Donato Cascarano, Antonio Brunetti, Irio De Feudis, Vitoantonio Bevilacqua
On the Analysis of the Relationship Between Alkaline Water Usage and Muscle Fatigue Recovery. AHFE (15) (2020)
Nicola Altini, Berardino Prencipe, Antonio Brunetti, Gioacchino Brunetti, Vito Triggiani, Leonarda Carnimeo, Francescomaria Marino, Andrea Guerriero, Laura Villani, Arnaldo Scardapane, Giacomo Donato Cascarano
A Tversky Loss-Based Convolutional Neural Network for Liver Vessels Segmentation. ICIC (1) (2020)
Berardino Prencipe, Nicola Altini, Giacomo Donato Cascarano, Andrea Guerriero, Antonio Brunetti
A Novel Approach Based on Region Growing Algorithm for Liver and Spleen Segmentation from CT Scans. ICIC (1) (2020)
Gianpaolo Francesco Trotta, Roberta Pellicciari, Antonio Boccaccio, Antonio Brunetti, Giacomo Donato Cascarano, Vito M. Manghisi, Michele Fiorentino, Antonio E. Uva, Giovanni Defazio, Vitoantonio Bevilacqua
A neural network-based software to recognise blepharospasm symptoms and to measure eye closure time. Comput. Biol. Medicine 112 (2019)
Claudio Loconsole, Giacomo Donato Cascarano, Antonio Brunetti, Gianpaolo Francesco Trotta, Giacomo Losavio, Vitoantonio Bevilacqua, Eugenio Di Sciascio
A model-free technique based on computer vision and sEMG for classification in Parkinson's disease by using computer-assisted handwriting analysis. Pattern Recognit. Lett. 121 (2019)
Domenico Buongiorno, Ilaria Bortone, Giacomo Donato Cascarano, Gianpaolo Francesco Trotta, Antonio Brunetti, Vitoantonio Bevilacqua
A low-cost vision system based on the analysis of motor features for recognition and severity rating of Parkinson's Disease. BMC Medical Informatics Decis. Mak. (9) (2019)
Giacomo Donato Cascarano, Claudio Loconsole, Antonio Brunetti, Antonio Lattarulo, Domenico Buongiorno, Giacomo Losavio, Eugenio Di Sciascio, Vitoantonio Bevilacqua
Biometric handwriting analysis to support Parkinson's Disease assessment and grading. BMC Medical Informatics Decis. Mak. (9) (2019)
Domenico Buongiorno, Giacomo Donato Cascarano, Antonio Brunetti, Irio De Feudis, Vitoantonio Bevilacqua
A Survey on Deep Learning in Electromyographic Signal Analysis. ICIC (3) (2019)
Domenico Buongiorno, Cristian Camardella, Giacomo Donato Cascarano, Luis Pelaez Murciego, Michele Barsotti, Irio De Feudis, Antonio Frisoli, Vitoantonio Bevilacqua
An undercomplete autoencoder to extract muscle synergies for motor intention detection. IJCNN (2019)
Vitoantonio Bevilacqua, Antonio Brunetti, Giacomo Donato Cascarano, Andrea Guerriero, Francesco Pesce, Marco Moschetta, Loreto Gesualdo
A comparison between two semantic deep learning frameworks for the autosomal dominant polycystic kidney disease segmentation based on magnetic resonance images. BMC Medical Informatics Decis. Mak. (9) (2019)
Giacomo Donato Cascarano, Francesco Saverio Debitonto, Ruggero Lemma, Antonio Brunetti, Domenico Buongiorno, Irio De Feudis, Andrea Guerriero, Michele Rossini, Francesco Pesce, Loreto Gesualdo, Vitoantonio Bevilacqua
An Innovative Neural Network Framework for Glomerulus Classification Based on Morphological and Texture Features Evaluated in Histological Images of Kidney Biopsy. ICIC (3) (2019)
Antonio Brunetti, Giacomo Donato Cascarano, Irio De Feudis, Marco Moschetta, Loreto Gesualdo, Vitoantonio Bevilacqua
Detection and Segmentation of Kidneys from Magnetic Resonance Images in Patients with Autosomal Dominant Polycystic Kidney Disease. ICIC (2) (2019)
Ilaria Bortone, Gianpaolo Francesco Trotta, Giacomo Donato Cascarano, Paola Regina, Antonio Brunetti, Irio De Feudis, Domenico Buongiorno, Claudio Loconsole, Vitoantonio Bevilacqua
A Supervised Approach to Classify the Status of Bone Mineral Density in Post-Menopausal Women through Static and Dynamic Baropodometry. IJCNN (2018)
Ilaria Bortone, Marco Giuseppe Quercia, Nicola Ieva, Giacomo Donato Cascarano, Gianpaolo Francesco Trotta, Sabina Ilaria Tatò, Vitoantonio Bevilacqua
Recognition and Severity Rating of Parkinson's Disease from Postural and Kinematic Features During Gait Analysis with Microsoft Kinect. ICIC (2) (2018)
Vitoantonio Bevilacqua, Antonio Brunetti, Giacomo Donato Cascarano, Flavio Palmieri, Andrea Guerriero, Marco Moschetta
A Deep Learning Approach for the Automatic Detection and Segmentation in Autosomal Dominant Polycystic Kidney Disease Based on Magnetic Resonance Images. ICIC (2) (2018)
Claudio Loconsole, Giacomo Donato Cascarano, Antonio Lattarulo, Antonio Brunetti, Gianpaolo Francesco Trotta, Domenico Buongiorno, Ilaria Bortone, Irio De Feudis, Giacomo Losavio, Vitoantonio Bevilacqua, Eugenio Di Sciascio
A comparison between ANN and SVM classifiers for Parkinson's disease by using a model-free computer-assisted handwriting analysis based on biometric signals. IJCNN (2018)
Vitoantonio Bevilacqua, Claudio Loconsole, Antonio Brunetti, Giacomo Donato Cascarano, Antonio Lattarulo, Giacomo Losavio, Eugenio Di Sciascio
A Model-Free Computer-Assisted Handwriting Analysis Exploiting Optimal Topology ANNs on Biometric Signals in Parkinson's Disease Research. ICIC (2) (2018)
Vitoantonio Bevilacqua, Gianpaolo Francesco Trotta, Antonio Brunetti, Nicholas Caporusso, Claudio Loconsole, Giacomo Donato Cascarano, Francesco Catino, Pantaleo Cozzoli, Giancarlo Delfine, Adriano Mastronardi, Andrea Di Candia, Giuseppina Lelli, Pietro Fiore
A Comprehensive Approach for Physical Rehabilitation Assessment in Multiple Sclerosis Patients Based on Gait Analysis. AHFE (6) (2017)
Ilaria Bortone, Gianpaolo Francesco Trotta, Antonio Brunetti, Giacomo Donato Cascarano, Claudio Loconsole, Nadia Agnello, Alberto Argentiero, Giuseppe Nicolardi, Antonio Frisoli, Vitoantonio Bevilacqua
A Novel Approach in Combination of 3D Gait Analysis Data for Aiding Clinical Decision-Making in Patients with Parkinson's Disease. ICIC (2) (2017)
Irio De Feudis, Domenico Buongiorno, Giacomo Donato Cascarano, Antonio Brunetti, Donato Micele, Vitoantonio Bevilacqua
A Nonlinear Autoencoder for Kinematic Synergy Extraction from Movement Data Acquired with HTC Vive Trackers. IIH-MSP (1) (2017)
Vitoantonio Bevilacqua, Antonio Emmanuele Uva, Michele Fiorentino, Gianpaolo Francesco Trotta, Maurizio Dimatteo, Enrico Nasca, Attilio Nicola Nocera, Giacomo Donato Cascarano, Antonio Brunetti, Nicholas Caporusso, Roberta Pellicciari, Giovanni Defazio
A Comprehensive Method for Assessing the Blepharospasm Cases Severity. RTIP2R (2016)