Publications by authors named "Roberto Bellotti"

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Unlocking extra virgin olive oil identification: predicting ethyl esters with explainable AI on IR spectra.
Michele Magarelli, Silvia Grassi, Giacomo Squeo, Pierfrancesco Novielli, Roberto Bellotti

Food Chem· January 2026

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Personalized colorectal cancer risk assessment through explainable AI and Gut microbiome profiling.
Pierfrancesco Novielli, Simone Baldi, Donato Romano, Michele Magarelli, Domenico Diacono, Roberto Bellotti

Gut Microbes· December 2025

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Microbiome preterm birth DREAM challenge: Crowdsourcing machine learning approaches to advance preterm birth research.
Jonathan L Golob, Tomiko T Oskotsky, Alice S Tang, Alennie Roldan, Verena Chung, Roberto Bellotti

Cell Rep Med· December 2025

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Increased integration and synergy in EEG- and fNIRS-based data in migraine patients after a three-month treatment with galcanezumab: relations with long-term clinical outcome.
Marianna La Rocca, Antonio Lacalamita, Livio Clemente, Giulia Paparella, Elena Ammendola, Roberto Bellotti

Sci Rep· December 2025

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A joint complex network and machine learning approach for the identification of discriminative gene communities in autistic brain.
Antonio Lacalamita, Ester Pantaleo, Alfonso Monaco, Loredana Bellantuono, Alessandro Fania, Roberto Bellotti

PLoS One· November 2025

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Unveiling complex patterns: An information-theoretic approach to high-order behaviors in microarray data.
Antonio Lacalamita, Alfonso Monaco, Grazia Serino, Daniele Marinazzo, Nicola Amoroso, Roberto Bellotti

PLoS One· November 2025

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Standardized Incidence Ratio dataset of Human West Nile Virus in Italy (2012-2024).
Alessandro Fania, Paolo Capozza, Roberto Cazzolla Gatti, Nicola Amoroso, Violetta Iris Vasinioti, Roberto Bellotti

Sci Data· November 2025

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From networks of data to networks of care in clinical medicine: this is not artificial intelligence.
Pierfrancesco Novielli, Roberto Bellotti, Mohamad Khalil, Piero Portincasa, Sabina Tangaro

Eur J Intern Med· November 2025

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Data-driven assessment of Apulian road network resilience: Bridge unavailability and inner municipality isolation impact.
Niloofar Kheirkhahan, Loredana Bellantuono, Nicola Amoroso, Roberto Cilli, Lorenzo De Biase, Roberto Bellotti

PLoS One· October 2025

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Network assortativity for a multidimensional evaluation of socio-economic territorial biases in university rankings.
Loredana Bellantuono, Andrea Lo Sasso, Nicola Amoroso, Alfonso Monaco, Sabina Tangaro, Roberto Bellotti

PLoS One· August 2025

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Analyzing the accessibility of Rome's healthcare services via public transportation: a complex network approach.
Loredana Bellantuono, Roberto Bellotti, Angela Stefania Bergantino, Alessandro Gardelli, Mario Intini

Sci Rep· July 2025

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Leveraging explainable AI to predict soil respiration sensitivity and its drivers for climate change mitigation.
Pierfrancesco Novielli, Michele Magarelli, Donato Romano, Pierpaolo Di Bitonto, Anna Maria Stellacci, Roberto Bellotti

Sci Rep· April 2025

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Measuring water pollution effects on antimicrobial resistance through explainable artificial intelligence.
Alfonso Monaco, Mario Caruso, Loredana Bellantuono, Roberto Cazzolla Gatti, Alessandro Fania, Roberto Bellotti

Environ Pollut· February 2025

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Imitating the respiratory activity of the brain stem by using artificial neural networks: exploratory study on an animal model of lactic acidosis and proof of concept.
Gaetano Perchiazzi, Rafael Kawati, Mariangela Pellegrini, Jasmine Liangpansakul, Roberto Colella, Roberto Bellotti

J Clin Monit Comput· December 2024

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Personalized identification of autism-related bacteria in the gut microbiome using explainable artificial intelligence.
Pierfrancesco Novielli, Donato Romano, Michele Magarelli, Domenico Diacono, Alfonso Monaco, Roberto Bellotti

iScience· September 2024

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Explainable artificial intelligence for genotype-to-phenotype prediction in plant breeding: a case study with a dataset from an almond germplasm collection.
Pierfrancesco Novielli, Donato Romano, Stefano Pavan, Pasquale Losciale, Anna Maria Stellacci, Roberto Bellotti

Front Plant Sci· September 2024

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Explainable artificial intelligence and microbiome data for food geographical origin: the Mozzarella di Bufala Campana PDO Case of Study.
Michele Magarelli, Pierfrancesco Novielli, Francesca De Filippis, Raffaele Magliulo, Pierpaolo Di Bitonto, Roberto Bellotti

Front Microbiol· June 2024

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Air pollution and mortality for cancer of the respiratory system in Italy: an explainable artificial intelligence approach.
Donato Romano, Pierfrancesco Novielli, Roberto Cilli, Nicola Amoroso, Alfonso Monaco, Roberto Bellotti

Front Public Health· May 2024

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Insights from Explainable Artificial Intelligence of Pollution and Socioeconomic Influences for Respiratory Cancer Mortality in Italy.
Donato Romano, Pierfrancesco Novielli, Domenico Diacono, Roberto Cilli, Ester Pantaleo, Roberto Bellotti

J Pers Med· April 2024

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Machine learning and XAI approaches highlight the strong connection between and pollutants and Alzheimer's disease.
Alessandro Fania, Alfonso Monaco, Nicola Amoroso, Loredana Bellantuono, Roberto Cazzolla Gatti, Roberto Bellotti

Sci Rep· March 2024

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Unraveling the microbiome-metabolome nexus: a comprehensive study protocol for personalized management of Behçet's disease using explainable artificial intelligence.
Sabina Tangaro, Giuseppe Lopalco, Daniele Sabella, Vincenzo Venerito, Pierfrancesco Novielli, Roberto Bellotti

Front Microbiol· February 2024

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Explainable artificial intelligence for microbiome data analysis in colorectal cancer biomarker identification.
Pierfrancesco Novielli, Donato Romano, Michele Magarelli, Pierpaolo Di Bitonto, Domenico Diacono, Roberto Bellotti

Front Microbiol· February 2024

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Microbiome preterm birth DREAM challenge: Crowdsourcing machine learning approaches to advance preterm birth research.
Jonathan L Golob, Tomiko T Oskotsky, Alice S Tang, Alennie Roldan, Verena Chung, Roberto Bellotti

Cell Rep Med· January 2024

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Deep learning approach for denoising low-SNR correlation plenoptic images.
Francesco Scattarella, Domenico Diacono, Alfonso Monaco, Nicola Amoroso, Loredana Bellantuono, Roberto Bellotti

Sci Rep· November 2023

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Artificial Intelligence and Complex Network Approaches Reveal Potential Gene Biomarkers for Hepatocellular Carcinoma.
Antonio Lacalamita, Grazia Serino, Ester Pantaleo, Alfonso Monaco, Nicola Amoroso, Roberto Bellotti

Int J Mol Sci· October 2023

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