Publications by authors named "Sabina Tangaro"

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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, Sabina Tangaro

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, Sabina Tangaro

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, Sabina Tangaro

Cell Rep Med· 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, Sabina Tangaro

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, Sabina Tangaro

PLoS One· 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, Sabina Tangaro

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

PLoS One· August 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, Sabina Tangaro

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, Sabina Tangaro

Environ Pollut· February 2025

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Robust machine learning challenge: An AIFM multicentric competition to spread knowledge, identify common pitfalls and recommend best practice.
Michele Maddalo, Annarita Fanizzi, Nicola Lambri, Emiliano Loi, Marco Branchini, Sabina Tangaro

Phys Med· November 2024

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Developing an ensemble machine learning study: Insights from a multi-center proof-of-concept study.
Annarita Fanizzi, Federico Fadda, Michele Maddalo, Sara Saponaro, Leda Lorenzon, Sabina Tangaro

PLoS One· September 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, Sabina Tangaro

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, Sabina Tangaro

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, Sabina Tangaro

Front Microbiol· June 2024

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Tackling the small data problem in medical image classification with artificial intelligence: a systematic review.
Stefano Piffer, Leonardo Ubaldi, Sabina Tangaro, Alessandra Retico, Cinzia Talamonti

Prog Biomed Eng (Bristol)· 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, Sabina Tangaro

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, Sabina Tangaro

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, Sabina Tangaro

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

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, Sabina Tangaro

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, Sabina Tangaro

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, Sabina Tangaro

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, Sabina Tangaro

Int J Mol Sci· October 2023

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Machine learning approaches in microbiome research: challenges and best practices.
Georgios Papoutsoglou, Sonia Tarazona, Marta B Lopes, Thomas Klammsteiner, Eliana Ibrahimi, Sabina Tangaro

Front Microbiol· September 2023

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