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European Journal of Internal Medicine|November 25, 2025
From networks of data to networks of care in clinical medicine: this is not artificial intelligencePierfrancesco Novielli, Roberto Bellotti, Mohamad Khalil, et al.
Frontiers in Public Health|May 22, 2024
Air pollution and mortality for cancer of the respiratory system in Italy: an explainable artificial intelligence approachDonato Romano, Pierfrancesco Novielli, Roberto Cilli, et al.
Food Chemistry|November 22, 2025
Unlocking extra virgin olive oil identification: predicting ethyl esters with explainable AI on IR spectraMichele Magarelli, Silvia Grassi, Giacomo Squeo, et al.
Frontiers in Plant Science|September 25, 2024
Explainable artificial intelligence for genotype-to-phenotype prediction in plant breeding: a case study with a dataset from an almond germplasm collectionPierfrancesco Novielli, Donato Romano, Stefano Pavan, et al.
Frontiers in Microbiology|June 18, 2024
Explainable artificial intelligence and microbiome data for food geographical origin: the Mozzarella di Bufala Campana PDO Case of StudyMichele Magarelli, Pierfrancesco Novielli, Francesca De Filippis, et al.
Scientific Reports|April 11, 2025
Leveraging explainable AI to predict soil respiration sensitivity and its drivers for climate change mitigationPierfrancesco Novielli, Michele Magarelli, Donato Romano, et al.
Journal of Personalized Medicine|April 27, 2024
Insights from Explainable Artificial Intelligence of Pollution and Socioeconomic Influences for Respiratory Cancer Mortality in ItalyDonato Romano, Pierfrancesco Novielli, Domenico Diacono, et al.
Iscience|September 17, 2024
Personalized identification of autism-related bacteria in the gut microbiome using explainable artificial intelligencePierfrancesco Novielli, Donato Romano, Michele Magarelli, et al.
Gut Microbes|August 5, 2025
Personalized colorectal cancer risk assessment through explainable AI and Gut microbiome profilingPierfrancesco Novielli, Simone Baldi, Donato Romano, et al.
Biology|March 27, 2026
Explainable AI-Based Hyperspectral Classification Reveals Differences in Spectral Response over Phenological StagesRameez Ahsen, Pierpaolo Di Bitonto, Pierfrancesco Novielli, et al.
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