Characterization of real-world networks through quantum potentials.

by Nicola Amoroso, Loredana Bellantuono, Saverio Pascazio, Alfonso Monaco, Roberto Bellotti
Published 2021-01-01

Topological Measurements of DWI Tractography for Alzheimer’s Disease Detection

by Nicola Amoroso, Alfonso Monaco, Sabina Tangaro, Alzheimer’s Disease Neuroimaging Initiative
Published 2017-01-01

Complex Network Modelling of Origin–Destination Commuting Flows for the COVID-19 Epidemic Spread Analysis in Italian Lombardy Region

by Angela Lombardi, Nicola Amoroso, Alfonso Monaco, Sabina Tangaro, Roberto Bellotti
Published 2021-05-01

An equity-oriented rethink of global rankings with complex networks mapping development

by Loredana Bellantuono, Alfonso Monaco, Sabina Tangaro, Nicola Amoroso, Vincenzo Aquaro, Roberto Bellotti
Published 2020-10-01

Multi-Time-Scale Features for Accurate Respiratory Sound Classification

by Alfonso Monaco, Nicola Amoroso, Loredana Bellantuono, Ester Pantaleo, Sabina Tangaro, Roberto Bellotti
Published 2020-12-01

Machine Learning for Cloud Detection of Globally Distributed Sentinel-2 Images

by Roberto Cilli, Alfonso Monaco, Nicola Amoroso, Andrea Tateo, Sabina Tangaro, Roberto Bellotti
Published 2020-07-01

Extensive Evaluation of Morphological Statistical Harmonization for Brain Age Prediction

by Angela Lombardi, Nicola Amoroso, Domenico Diacono, Alfonso Monaco, Sabina Tangaro, Roberto Bellotti
Published 2020-06-01

Individual Topological Analysis of Synchronization-Based Brain Connectivity

by Angela Lombardi, Nicola Amoroso, Domenico Diacono, Alfonso Monaco, Sabina Tangaro, Roberto Bellotti
Published 2020-05-01

Economic Interplay Forecasting Business Success

by Nicola Amoroso, Loredana Bellantuono, Alfonso Monaco, Francesco De Nicolò, Ernesto Somma, Roberto Bellotti
Published 2021-01-01

Machine Learning and DWI Brain Communicability Networks for Alzheimer’s Disease Detection

by Eufemia Lella, Angela Lombardi, Nicola Amoroso, Domenico Diacono, Tommaso Maggipinto, Alfonso Monaco, Roberto Bellotti, Sabina Tangaro
Published 2020-01-01

Communicability Characterization of Structural DWI Subcortical Networks in Alzheimer’s Disease

by Eufemia Lella, Nicola Amoroso, Domenico Diacono, Angela Lombardi, Tommaso Maggipinto, Alfonso Monaco, Roberto Bellotti, Sabina Tangaro
Published 2019-05-01

Association between Structural Connectivity and Generalized Cognitive Spectrum in Alzheimer’s Disease

by Angela Lombardi, Nicola Amoroso, Domenico Diacono, Alfonso Monaco, Giancarlo Logroscino, Roberto De Blasi, Roberto Bellotti, Sabina Tangaro
Published 2020-11-01

Alzheimer’s disease diagnosis based on the Hippocampal Unified Multi-Atlas Network (HUMAN) algorithm

by Nicola Amoroso, Marianna La Rocca, Roberto Bellotti, Annarita Fanizzi, Alfonso Monaco, Sabina Tangaro, The Alzheimer’s Disease Neuroimaging Initiative
Published 2018-01-01

Shannon entropy approach reveals relevant genes in Alzheimer's disease.

by Alfonso Monaco, Nicola Amoroso, Loredana Bellantuono, Eufemia Lella, Angela Lombardi, Anna Monda, Andrea Tateo, Roberto Bellotti, Sabina Tangaro
Published 2019-01-01

Brain Age Prediction With Morphological Features Using Deep Neural Networks: Results From Predictive Analytic Competition 2019

by Angela Lombardi, Angela Lombardi, Alfonso Monaco, Giacinto Donvito, Nicola Amoroso, Nicola Amoroso, Roberto Bellotti, Roberto Bellotti, Sabina Tangaro, Sabina Tangaro
Published 2021-01-01

A complex network approach reveals a pivotal substructure of genes linked to schizophrenia.

by Alfonso Monaco, Anna Monda, Nicola Amoroso, Alessandro Bertolino, Giuseppe Blasi, Pasquale Di Carlo, Marco Papalino, Giulio Pergola, Sabina Tangaro, Roberto Bellotti
Published 2018-01-01

Predicting brain age with complex networks: From adolescence to adulthood

by Loredana Bellantuono, Luca Marzano, Marianna La Rocca, Dominique Duncan, Angela Lombardi, Tommaso Maggipinto, Alfonso Monaco, Sabina Tangaro, Nicola Amoroso, Roberto Bellotti
Published 2021-01-01

Multiplex Networks for Early Diagnosis of Alzheimer's Disease

by Nicola Amoroso, Nicola Amoroso, Marianna La Rocca, Stefania Bruno, Tommaso Maggipinto, Tommaso Maggipinto, Alfonso Monaco, Roberto Bellotti, Roberto Bellotti, Sabina Tangaro
Published 2018-11-01

Random Forests Highlight the Combined Effect of Environmental Heavy Metals Exposure and Genetic Damages for Cardiovascular Diseases

by Alfonso Monaco, Antonio Lacalamita, Nicola Amoroso, Armando D’Orta, Andrea Del Buono, Francesco di Tuoro, Sabina Tangaro, Aldo Innocente Galeandro, Roberto Bellotti
Published 2021-09-01

A primer on machine learning techniques for genomic applications

by Alfonso Monaco, Ester Pantaleo, Nicola Amoroso, Antonio Lacalamita, Claudio Lo Giudice, Adriano Fonzino, Bruno Fosso, Ernesto Picardi, Sabina Tangaro, Graziano Pesole, Roberto Bellotti
Published 2021-01-01