Search Results - "Bellantuono, Loredana"

Dynamics near a first order phase transition by Bellantuono, Loredana, Janik, Romuald A., Jankowski, Jakub, Soltanpanahi, Hesam

“…A bstract We study various dynamical aspects of systems possessing a first order phase transition in their phase diagram. We isolate three qualitatively…”
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Country-level factors dynamics and ABO/Rh blood groups contribution to COVID-19 mortality by Monaco, Alfonso, Pantaleo, Ester, Amoroso, Nicola, Bellantuono, Loredana, Stella, Alessandro, Bellotti, Roberto

“…The identification of factors associated to COVID-19 mortality is important to design effective containment measures and safeguard at-risk categories. In the…”
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An equity-oriented rethink of global rankings with complex networks mapping development by Bellantuono, Loredana, Monaco, Alfonso, Tangaro, Sabina, Amoroso, Nicola, Aquaro, Vincenzo, Bellotti, Roberto

“…Nowadays, world rankings are promoted and used by international agencies, governments and corporations to evaluate country performances in a specific domain,…”
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Characterization of real-world networks through quantum potentials by Amoroso, Nicola, Bellantuono, Loredana, Pascazio, Saverio, Monaco, Alfonso, Bellotti, Roberto

“…Network connectivity has been thoroughly investigated in several domains, including physics, neuroscience, and social sciences. This work tackles the…”
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Territorial bias in university rankings: a complex network approach by Bellantuono, Loredana, Monaco, Alfonso, Amoroso, Nicola, Aquaro, Vincenzo, Bardoscia, Marco, Loiotile, Annamaria Demarinis, Lombardi, Angela, Tangaro, Sabina, Bellotti, Roberto

“…University rankings are increasingly adopted for academic comparison and success quantification, even to establish performance-based criteria for funding…”
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Predicting brain age with complex networks: From adolescence to adulthood by Bellantuono, Loredana, Marzano, Luca, La Rocca, Marianna, Duncan, Dominique, Lombardi, Angela, Maggipinto, Tommaso, Monaco, Alfonso, Tangaro, Sabina, Amoroso, Nicola, Bellotti, Roberto

“…In recent years, several studies have demonstrated that machine learning and deep learning systems can be very useful to accurately predict brain age. In this…”
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Detecting the socio-economic drivers of confidence in government with eXplainable Artificial Intelligence by Bellantuono, Loredana, Palmisano, Flaviana, Amoroso, Nicola, Monaco, Alfonso, Peragine, Vitorocco, Bellotti, Roberto

“…The European Quality of Government Index (EQI) measures the perceived level of government quality by European Union citizens, combining surveys on corruption,…”
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Potential energy of complex networks: a quantum mechanical perspective by Amoroso, Nicola, Bellantuono, Loredana, Pascazio, Saverio, Lombardi, Angela, Monaco, Alfonso, Tangaro, Sabina, Bellotti, Roberto

“…We propose a characterization of complex networks, based on the potential of an associated Schrödinger equation. The potential is designed so that the energy…”
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Shannon entropy approach reveals relevant genes in Alzheimer's disease by Monaco, Alfonso, Amoroso, Nicola, Bellantuono, Loredana, Lella, Eufemia, Lombardi, Angela, Monda, Anna, Tateo, Andrea, Bellotti, Roberto, Tangaro, Sabina

“…Alzheimer's disease (AD) is the most common type of dementia and affects millions of people worldwide. Since complex diseases are often the result of…”
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Equilibration of a strongly interacting plasma: holographic analysis of local and nonlocal probes by Bellantuono, Loredana

“…The relaxation of a strongly coupled plasma towards the hydrodynamic regime is studied by analyzing the evolution of local and nonlocal observables in the…”
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An eXplainable Artificial Intelligence analysis of Raman spectra for thyroid cancer diagnosis by Bellantuono, Loredana, Tommasi, Raffaele, Pantaleo, Ester, Verri, Martina, Amoroso, Nicola, Crucitti, Pierfilippo, Di Gioacchino, Michael, Longo, Filippo, Monaco, Alfonso, Naciu, Anda Mihaela, Palermo, Andrea, Taffon, Chiara, Tangaro, Sabina, Crescenzi, Anna, Sodo, Armida, Bellotti, Roberto

“…Raman spectroscopy shows great potential as a diagnostic tool for thyroid cancer due to its ability to detect biochemical changes during cancer development…”
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Multi-Time-Scale Features for Accurate Respiratory Sound Classification by Monaco, Alfonso, Amoroso, Nicola, Bellantuono, Loredana, Pantaleo, Ester, Tangaro, Sabina, Bellotti, Roberto

“…The COVID-19 pandemic has amplified the urgency of the developments in computer-assisted medicine and, in particular, the need for automated tools supporting…”
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The harmonium model and its unified system view of psychopathology: a validation study by means of a convolutional neural network by Antonucci, Linda A., Bellantuono, Loredana, Kleinbub, Johann Roland, Lella, Annalisa, Palmieri, Arianna, Salvatore, Sergio

“…The harmonium model (HM) is a recent conceptualization of the unifying view of psychopathology, namely the idea of a general mechanism underpinning all mental…”
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Sustainable development goals: conceptualization, communication and achievement synergies in a complex network framework by Bellantuono, Loredana, Monaco, Alfonso, Amoroso, Nicola, Aquaro, Vincenzo, Lombardi, Angela, Tangaro, Sabina, Bellotti, Roberto

“…In this work we use a network-based approach to investigate the complex system of interactions among the 17 Sustainable Development Goals (SDGs), that…”
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Deep learning approach for denoising low-SNR correlation plenoptic images by Scattarella, Francesco, Diacono, Domenico, Monaco, Alfonso, Amoroso, Nicola, Bellantuono, Loredana, Massaro, Gianlorenzo, Pepe, Francesco V., Tangaro, Sabina, Bellotti, Roberto, D’Angelo, Milena

“…Correlation Plenoptic Imaging (CPI) is a novel volumetric imaging technique that uses two sensors and the spatio-temporal correlations of light to detect both…”
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Artificial Intelligence and Complex Network Approaches Reveal Potential Gene Biomarkers for Hepatocellular Carcinoma by Lacalamita, Antonio, Serino, Grazia, Pantaleo, Ester, Monaco, Alfonso, Amoroso, Nicola, Bellantuono, Loredana, Piccinno, Emanuele, Scalavino, Viviana, Dituri, Francesco, Tangaro, Sabina, Bellotti, Roberto, Giannelli, Gianluigi

“…Hepatocellular carcinoma (HCC) is one of the most common cancers worldwide, and the number of cases is constantly increasing. Early and accurate HCC diagnosis…”
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Deep Learning and Multiplex Networks for Accurate Modeling of Brain Age by Amoroso, Nicola, La Rocca, Marianna, Bellantuono, Loredana, Diacono, Domenico, Fanizzi, Annarita, Lella, Eufemia, Lombardi, Angela, Maggipinto, Tommaso, Monaco, Alfonso, Tangaro, Sabina, Bellotti, Roberto

“…Recent works have extensively investigated the possibility to predict brain aging from T1-weighted MRI brain scans. The main purposes of these studies are the…”
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Estimation of Daily Ground Level Air Pollution in Italian Municipalities with Machine Learning Models Using Sentinel-5P and ERA5 Data by Fania, Alessandro, Monaco, Alfonso, Pantaleo, Ester, Maggipinto, Tommaso, Bellantuono, Loredana, Cilli, Roberto, Lacalamita, Antonio, La Rocca, Marianna, Tangaro, Sabina, Amoroso, Nicola, Bellotti, Roberto

“…Recent years have witnessed an increasing interest in air pollutants and their effects on human health. More generally, it has become evident how human, animal…”
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Worldwide impact of lifestyle predictors of dementia prevalence: An eXplainable Artificial Intelligence analysis by Bellantuono, Loredana, Monaco, Alfonso, Amoroso, Nicola, Lacalamita, Antonio, Pantaleo, Ester, Tangaro, Sabina, Bellotti, Roberto

“…Dementia is an umbrella term indicating a group of diseases that affect the cognitive sphere. Dementia is not a mere individual health issue, since its…”
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A robust framework to investigate the reliability and stability of explainable artificial intelligence markers of Mild Cognitive Impairment and Alzheimer’s Disease by Lombardi, Angela, Diacono, Domenico, Amoroso, Nicola, Biecek, Przemysław, Monaco, Alfonso, Bellantuono, Loredana, Pantaleo, Ester, Logroscino, Giancarlo, De Blasi, Roberto, Tangaro, Sabina, Bellotti, Roberto

“…In clinical practice, several standardized neuropsychological tests have been designed to assess and monitor the neurocognitive status of patients with…”
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