Vitoantonio Bevilacqua
Orcid: 0000-0002-3088-0788
According to our database1,
Vitoantonio Bevilacqua
authored at least 179 papers
between 2000 and 2024.
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Bibliography
2024
2023
Performance and limitations of a supervised deep learning approach for the histopathological Oxford Classification of glomeruli with IgA nephropathy.
Comput. Methods Programs Biomed., December, 2023
The role of unpaired image-to-image translation for stain color normalization in colorectal cancer histology classification.
Comput. Methods Programs Biomed., June, 2023
An overview of bioinformatics courses delivered at the academic level in Italy: Reflections and recommendations from BITS.
PLoS Comput. Biol., February, 2023
A Serious Game for the Assessment of Visuomotor Adaptation Capabilities during Locomotion Tasks Employing an Embodied Avatar in Virtual Reality.
Sensors, 2023
Segmentation of diagnostic tissue compartments on whole slide images with renal thrombotic microangiopathies (TMAs).
CoRR, 2023
Deep Learning for Automatic Vision-Based Recognition of Industrial Surface Defects: A Survey.
IEEE Access, 2023
2022
Liver, kidney and spleen segmentation from CT scans and MRI with deep learning: A survey.
Neurocomputing, 2022
Deep Learning Based Image Processing for Robot Assisted Surgery: A Systematic Literature Survey.
IEEE Access, 2022
Enhancement of aortic dissections in CT angiography: are common filters robust enough?
Proceedings of the Medical Imaging 2022: Biomedical Applications in Molecular, 2022
Proceedings of the Intelligent Computing Methodologies - 18th International Conference, 2022
2021
Guest Editorial for Special Section on the 15<sup>th</sup> International Conference on Intelligent Computing (ICIC).
IEEE ACM Trans. Comput. Biol. Bioinform., 2021
Predictive Machine Learning Models and Survival Analysis for COVID-19 Prognosis Based on Hematochemical Parameters.
Sensors, 2021
A neural network for glomerulus classification based on histological images of kidney biopsy.
BMC Medical Informatics Decis. Mak., 2021
Segmentation and Identification of Vertebrae in CT Scans Using CNN, k-Means Clustering and k-NN.
Informatics, 2021
Special issue: Advanced Intelligent Computing Theory and Applications in Big Data Era.
Neurocomputing, 2021
Towards online myoelectric control based on muscle synergies-to-force mapping for robotic applications.
Neurocomputing, 2021
Neurocomputing, 2021
Multi-class Tissue Classification in Colorectal Cancer with Handcrafted and Deep Features.
Proceedings of the Intelligent Computing Theories and Application, 2021
2020
Reconstruction, Optimization and Quality Check of Microsoft HoloLens-Acquired 3D Point Clouds.
Proceedings of the Neural Approaches to Dynamics of Signal Exchanges, 2020
Proceedings of the Neural Approaches to Dynamics of Signal Exchanges, 2020
Guest Editorial for Special Section on the 14th International Conference on Intelligent Computing (ICIC).
IEEE ACM Trans. Comput. Biol. Bioinform., 2020
Inf., 2020
IEEE Access, 2020
Influence of clinical features of the spine on Gait Analysis in adolescent with idiopathic scoliosis.
Proceedings of the 2020 IEEE International Symposium on Medical Measurements and Applications, 2020
On the Analysis of the Relationship Between Alkaline Water Usage and Muscle Fatigue Recovery.
Proceedings of the Advances in Physical, Social & Occupational Ergonomics, 2020
2019
Proceedings of the Quantifying and Processing Biomedical and Behavioral Signals, 2019
Guest Editorial for Special Section on the 13th International Conference on Intelligent Computing (ICIC).
IEEE ACM Trans. Comput. Biol. Bioinform., 2019
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., 2019
Biometric handwriting analysis to support Parkinson's Disease assessment and grading.
BMC Medical Informatics Decis. Mak., 2019
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., 2019
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., 2019
A Marker-Less Registration Approach for Mixed Reality-Aided Maxillofacial Surgery: a Pilot Evaluation.
J. Digit. Imaging, 2019
Computer-assisted frameworks for classification of liver, breast and blood neoplasias via neural networks: A survey based on medical images.
Neurocomputing, 2019
A performance comparison between shallow and deeper neural networks supervised classification of tomosynthesis breast lesions images.
Cogn. Syst. Res., 2019
A neural network-based software to recognise blepharospasm symptoms and to measure eye closure time.
Comput. Biol. Medicine, 2019
An undercomplete autoencoder to extract muscle synergies for motor intention detection.
Proceedings of the International Joint Conference on Neural Networks, 2019
Feasibility of a Non-immersive Virtual Reality Training on Functional Living Skills Applied to Person with Major Neurocognitive Disorder.
Proceedings of the Intelligent Computing Methodologies - 15th International Conference, 2019
Design and Development of a Robotic Platform Based on Virtual Reality Scenarios and Wearable Sensors for Upper Limb Rehabilitation and Visuomotor Coordination.
Proceedings of the Intelligent Computing Methodologies - 15th International Conference, 2019
Proceedings of the Intelligent Computing Methodologies - 15th International Conference, 2019
An Innovative Neural Network Framework for Glomerulus Classification Based on Morphological and Texture Features Evaluated in Histological Images of Kidney Biopsy.
Proceedings of the Intelligent Computing Methodologies - 15th International Conference, 2019
Evaluating Generalization Capability of Bio-inspired Models for a Myoelectric Control: A Pilot Study.
Proceedings of the Intelligent Computing Methodologies - 15th International Conference, 2019
Proceedings of the Intelligent Computing Methodologies - 15th International Conference, 2019
Detection and Segmentation of Kidneys from Magnetic Resonance Images in Patients with Autosomal Dominant Polycystic Kidney Disease.
Proceedings of the Intelligent Computing Theories and Application, 2019
2018
Proceedings of the Multidisciplinary Approaches to Neural Computing, 2018
Proceedings of the Multidisciplinary Approaches to Neural Computing, 2018
Guest Editorial for Special Section on the 12th International Conference on Intelligent Computing (ICIC).
IEEE ACM Trans. Comput. Biol. Bioinform., 2018
Computer vision and deep learning techniques for pedestrian detection and tracking: A survey.
Neurocomputing, 2018
A Linear Approach to Optimize an EMG-Driven Neuromusculoskeletal Model for Movement Intention Detection in Myo-Control: A Case Study on Shoulder and Elbow Joints.
Frontiers Neurorobotics, 2018
A comparison between ANN and SVM classifiers for Parkinson's disease by using a model-free computer-assisted handwriting analysis based on biometric signals.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
A Supervised Approach to Classify the Status of Bone Mineral Density in Post-Menopausal Women through Static and Dynamic Baropodometry.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Rhino-Cyt: A System for Supporting the Rhinologist in the Analysis of Nasal Cytology.
Proceedings of the Intelligent Computing Theories and Application, 2018
Assessment and Rating of Movement Impairment in Parkinson's Disease Using a Low-Cost Vision-Based System.
Proceedings of the Intelligent Computing Methodologies - 14th International Conference, 2018
Recognition and Severity Rating of Parkinson's Disease from Postural and Kinematic Features During Gait Analysis with Microsoft Kinect.
Proceedings of the Intelligent Computing Theories and Application, 2018
A Model-Free Computer-Assisted Handwriting Analysis Exploiting Optimal Topology ANNs on Biometric Signals in Parkinson's Disease Research.
Proceedings of the Intelligent Computing Theories and Application, 2018
A Deep Learning Approach for the Automatic Detection and Segmentation in Autosomal Dominant Polycystic Kidney Disease Based on Magnetic Resonance Images.
Proceedings of the Intelligent Computing Theories and Application, 2018
2017
Guest Editorial for Special Section on the 11th International Conference on Intelligent Computing (ICIC).
IEEE ACM Trans. Comput. Biol. Bioinform., 2017
Predicting Text Legibility over Textured Digital Backgrounds for a Monocular Optical See-Through Display.
Presence Teleoperators Virtual Environ., 2017
An innovative neural network framework to classify blood vessels and tubules based on Haralick features evaluated in histological images of kidney biopsy.
Neurocomputing, 2017
Int. J. Comput. Vis. Image Process., 2017
IEEE Computer Graphics and Applications, 2017
Assessment of Speech Intelligibility in Parkinson's Disease Using a Speech-To-Text System.
IEEE Access, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
A Nonlinear Autoencoder for Kinematic Synergy Extraction from Movement Data Acquired with HTC Vive Trackers.
Proceedings of the Advances in Intelligent Information Hiding and Multimedia Signal Processing, 2017
Computer Vision and EMG-Based Handwriting Analysis for Classification in Parkinson's Disease.
Proceedings of the Intelligent Computing Theories and Application, 2017
A Novel Approach in Combination of 3D Gait Analysis Data for Aiding Clinical Decision-Making in Patients with Parkinson's Disease.
Proceedings of the Intelligent Computing Theories and Application, 2017
Proceedings of the Intelligent Computing Methodologies - 13th International Conference, 2017
Proceedings of the Intelligent Computing Theories and Application, 2017
Locomotion Mode Classification Based on Support Vector Machines and Hip Joint Angles: A Feasibility Study for Applications in Wearable Robotics.
Proceedings of the Human Friendly Robotics, 10th International Workshop, 2017
A novel approach for Hepatocellular Carcinoma detection and classification based on triphasic CT Protocol.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
Enabling Touch-Based Communication in Wearable Devices for People with Sensory and Multisensory Impairments.
Proceedings of the Advances in Human Factors in Wearable Technologies and Game Design, 2017
A Wearable Device Supporting Multiple Touch- and Gesture-Based Languages for the Deaf-Blind.
Proceedings of the Advances in Human Factors in Wearable Technologies and Game Design, 2017
Proceedings of the Advances in Human Factors and Ergonomics in Healthcare and Medical Devices, 2017
A Comprehensive Approach for Physical Rehabilitation Assessment in Multiple Sclerosis Patients Based on Gait Analysis.
Proceedings of the Advances in Human Factors and Ergonomics in Healthcare and Medical Devices, 2017
2016
Guest Editorial for Special Section on the 10th International Conference on Intelligent Computing (ICIC).
IEEE ACM Trans. Comput. Biol. Bioinform., 2016
Neurocomputing, 2016
Photogrammetric Meshes and 3D Points Cloud Reconstruction: A Genetic Algorithm Optimization Procedure.
Proceedings of the Advances in Artificial Life, Evolutionary Computation, and Systems Chemistry, 2016
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2016
Synthesis of a Neural Network Classifier for Hepatocellular Carcinoma Grading Based on Triphasic CT Images.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2016
Proceedings of the 2016 IEEE International Symposium on Medical Measurements and Applications, 2016
Proceedings of the 2016 IEEE International Symposium on Medical Measurements and Applications, 2016
Proceedings of the Intelligent Computing Theories and Application, 2016
Proceedings of the Intelligent Computing Methodologies - 12th International Conference, 2016
A Computer Vision and Control Algorithm to Follow a Human Target in a Generic Environment Using a Drone.
Proceedings of the Intelligent Computing Methodologies - 12th International Conference, 2016
A Linear Optimization Procedure for an EMG-driven NeuroMusculoSkeletal Model Parameters Adjusting: Validation Through a Myoelectric Exoskeleton Control.
Proceedings of the Haptics: Perception, Devices, Control, and Applications, 2016
An Optimized Feed-forward Artificial Neural Network Topology to Support Radiologists in Breast Lesions Classification.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
Proceedings of the Augmented Reality, Virtual Reality, and Computer Graphics, 2016
Proceedings of the Workshop on Valuable Visualization of Healthcare Information: from the quantified self data to conversations, 2016
2015
Optimizing Feed-Forward Neural Network Topology by Multi-objective Evolutionary Algorithms: A Comparative Study on Biomedical Datasets.
Proceedings of the Advances in Artificial Life, Evolutionary Computation and Systems Chemistry, 2015
Design and Development of a Forearm Rehabilitation System Based on an Augmented Reality Serious Game.
Proceedings of the Advances in Artificial Life, Evolutionary Computation and Systems Chemistry, 2015
Proceedings of the 3rd Workshop on Emotions and Personality in Personalized Systems, 2015
Proceedings of the 2015 IEEE International Symposium on Medical Measurements and Applications, 2015
Advanced classification of Alzheimer's disease and healthy subjects based on EEG markers.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Neural Network Classification of Blood Vessels and Tubules Based on Haralick Features Evaluated in Histological Images of Kidney Biopsy.
Proceedings of the Advanced Intelligent Computing Theories and Applications, 2015
Proceedings of the Advanced Intelligent Computing Theories and Applications, 2015
A P300 Clustering of Mild Cognitive Impairment Patients Stimulated in an Immersive Virtual Reality Scenario.
Proceedings of the Intelligent Computing Theories and Methodologies, 2015
A neuromusculoskeletal model of the human upper limb for a myoelectric exoskeleton control using a reduced number of muscles.
Proceedings of the 2015 IEEE World Haptics Conference, 2015
2014
Artificial neural networks for feedback control of a human elbow hydraulic prosthesis.
Neurocomputing, 2014
EasyCluster2: an improved tool for clustering and assembling long transcriptome reads.
BMC Bioinform., 2014
Proceedings of the 2014 IEEE International Symposium on Innovations in Intelligent Systems and Applications, 2014
A new tool for gestural action recognition to support decisions in emotional framework.
Proceedings of the 2014 IEEE International Symposium on Innovations in Intelligent Systems and Applications, 2014
A novel BCI-SSVEP based approach for control of walking in Virtual Environment using a Convolutional Neural Network.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the Intelligent Computing in Bioinformatics - 10th International Conference, 2014
Real-Time Emotion Recognition: An Improved Hybrid Approach for Classification Performance.
Proceedings of the Intelligent Computing Theory - 10th International Conference, 2014
Proceedings of the Intelligent Computing Methodologies - 10th International Conference, 2014
Proceedings of the Intelligent Computing Methodologies - 10th International Conference, 2014
An interaction torque control improving human force estimation of the rehab-exos exoskeleton.
Proceedings of the IEEE Haptics Symposium, 2014
Proceedings of the Haptics: Neuroscience, Devices, Modeling, and Applications, 2014
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
2013
Three-dimensional virtual colonoscopy for automatic polyps detection by artificial neural network approach: New tests on an enlarged cohort of polyps.
Neurocomputing, 2013
Comput. Sci. Inf. Syst., 2013
BMC Bioinform., 2013
Proceedings of the Emerging Intelligent Computing Technology and Applications, 2013
An Evolutionary Optimization Method for Parameter Search in 3D Points Cloud Reconstruction.
Proceedings of the Intelligent Computing Theories - 9th International Conference, 2013
First Progresses in Evaluation of Resonance in Staff Selection through Speech Emotion Recognition.
Proceedings of the Intelligent Computing Theories and Technology, 2013
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2013, 2013
2012
Strategic design and multi-objective optimisation of distribution networks based on genetic algorithms.
Int. J. Comput. Integr. Manuf., 2012
Comparison of data-merging methods with SVM attribute selection and classification in breast cancer gene expression.
BMC Bioinform., 2012
Proceedings of the Intelligent Computing Theories and Applications, 2012
Proceedings of the Emerging Intelligent Computing Technology and Applications, 2012
Using Artificial Neural Networks for Closed Loop Control of a Hydraulic Prosthesis for a Human Elbow.
Proceedings of the Emerging Intelligent Computing Technology and Applications, 2012
Early diagnosis of lung tumors by genetically optimized 3D-metaball malignancy metric.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
2011
J. Intell. Learn. Syst. Appl., 2011
A Novel Approach to Clustering and Assembly of Large-Scale Roche 454 Transcriptome Data for Gene Validation and Alternative Splicing Analysis.
Proceedings of the Bio-Inspired Computing and Applications, 2011
A Semantic Search Framework for Document Retrievals (Literature, Art and History) Based on Thesaurus Multiwordnet Like.
Proceedings of the Advanced Intelligent Computing - 7th International Conference, 2011
A Supervised Approach to Support the Analysis and the Classification of Non Verbal Humans Communications.
Proceedings of the Advanced Intelligent Computing - 7th International Conference, 2011
Proceedings of the Advanced Intelligent Computing - 7th International Conference, 2011
Comparison of Data-Merging Methods with SVM Attribute Selection and Classification in Breast Cancer Gene Expression.
Proceedings of the Bio-Inspired Computing and Applications, 2011
3D Virtual Colonoscopy for Polyps Detection by Supervised Artificial Neural Networks.
Proceedings of the Bio-Inspired Computing and Applications, 2011
A Multi-objective Genetic Optimization Technique for the Strategic Design of Distribution Networks.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2011
Hybrid Detection of Features within the Retinal Fundus using a Genetic Algorithm.
Proceedings of the Genetic and Evolutionary Computation: Medical Applications, 2011
2010
3D Nose Feature Identification and Localization through Self-Organizing Map and Graph Matching.
J. Circuits Syst. Comput., 2010
Atlas-Based Segmentation of Organs at Risk in Radiotherapy in Head MRIs by Means of a Novel Active Contour Framework.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2010
Proceedings of the Advanced Intelligent Computing Theories and Applications, 2010
Reverse Engineered Gene Networks Reveal Markers Predicting the Outcome of Breast Cancer.
Proceedings of the Advanced Intelligent Computing Theories and Applications, 2010
A Novel Tool for Assisted In-silico Cloning and Sequence Editing in Molecular Biology.
Proceedings of the Advanced Intelligent Computing Theories and Applications, 2010
A New Ontological Probabilistic Approach to the Breast Cancer Problem in Semantic Medicine.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2010
An Evolutionary Method for Model-Based Automatic Segmentation of Lower Abdomen CT Images for Radiotherapy Planning.
Proceedings of the Applications of Evolutionary Computation, 2010
2009
Proceedings of the Fuzzy Systems in Bioinformatics and Computational Biology, 2009
Bayesian Gene Regulatory Network Inference Optimization by means of Genetic Algorithms.
J. Univers. Comput. Sci., 2009
A Comparison Between a Geometrical and an ANN Based Method for Retinal Bifurcation Points Extraction.
J. Univers. Comput. Sci., 2009
On the Comparison of NN-Based Architectures for Diabetic Damage Detection in Retinal Images.
J. Circuits Syst. Comput., 2009
J. Circuits Syst. Comput., 2009
Developing optimal input design strategies in cancer systems biology with applications to microfluidic device engineering.
BMC Bioinform., 2009
Proceedings of the Emerging Intelligent Computing Technology and Applications. With Aspects of Artificial Intelligence, 2009
Proceedings of the Emerging Intelligent Computing Technology and Applications, 2009
Proceedings of the Emerging Intelligent Computing Technology and Applications. With Aspects of Artificial Intelligence, 2009
Proceedings of the Emerging Intelligent Computing Technology and Applications, 2009
Proceedings of the Emerging Intelligent Computing Technology and Applications, 2009
2008
Proceedings of the Computational Intelligence in Biomedicine and Bioinformatics, 2008
A face recognition system based on Pseudo 2D HMM applied to neural network coefficients.
Soft Comput., 2008
Fuzzy rule induction and artificial immune systems in female breast cancer familiarity profiling.
Int. J. Hybrid Intell. Syst., 2008
Genom. Proteom. Bioinform., 2008
A Multi-objective Genetic Algorithm Based Approach to the Optimization of Oligonucleotide Microarray Production Process.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2008
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2008
High-Throughput Analysis of the Drug Mode of Action of PB28, MC18 and MC70, Three Cyclohexylpiperazine Derivative New Molecules.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2008
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2008
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2008
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2008
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2008
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2008
2007
Image Vis. Comput., 2007
Future Gener. Comput. Syst., 2007
Data mining techniques in a CGH-based breast cancer subtype profiling: an immune perspective with comparative study.
BMC Syst. Biol., 2007
Hybrid Systems and Artificial Immune Systems: Performances and Applications to Biomedical Research.
Proceedings of the Advances in Neural Networks, 2007
Metallic Artifacts Removal in Breast CT Images for Treatment Planning in Radiotherapy by Means of Supervised and Unsupervised Neural Network Algorithms.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues, 2007
Induction of fuzzy rules with artificial immune systems in acgh based er status breast cancer characterization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Novel Data Mining Techniques in aCGH based Breast Cancer Subtypes Profiling: the Biological Perspective.
Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2007
Pseudo 2D Hidden Markov Models for Face Recognition Using Neural Network Coefficients.
Proceedings of the 2007 IEEE Workshop on Automatic Identification Advanced Technologies, 2007
2006
A Novel Multi-Objective Genetic Algorithm Approach to Artificial Neural Network Topology Optimisation: The Breast Cancer Classification Problem.
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the Intelligent Computing, 2006
Proceedings of the Intelligent Computing, 2006
Genetic Algorithm and Neural Network Based Classification in Microarray Data Analysis with Biological Validity Assessment.
Proceedings of the Computational Intelligence and Bioinformatics, 2006
A Neural Network Approach to Medical Image Segmentation and Three-Dimensional Reconstruction.
Proceedings of the Intelligent Computing, 2006
2005
Hybrid Data Ananlysis Methods and Artificial Neural Network Design in Breast Cancer Diagnosis: IDEST Experience.
Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005
2003
A genetic algorithm approach to full beam configuration inverse planning in coplanar radiotherapy.
Proceedings of the IEEE Congress on Evolutionary Computation, 2003
2001
Improving a genetic algorithm segmentation by means of a fast edge detection technique.
Proceedings of the 2001 International Conference on Image Processing, 2001
2000
Pattern Matching in High Energy Physics by Using Neural Network and Genetic Algorithm.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000