Improving the prediction of cardiovascular risk with machine-learning and DNA methylation data. - Giovanni Cugliari; Silvia Benevenuta; Simonetta Guarrera; Carlotta Sacerdote; Salvatore Panico; Vittorio Krogh; Rosario Tumino; Paolo Vineis; Piero Fariselli; Giuseppe Matullo (CIBCB, 2019)

Calibrating variant-scoring methods for clinical decision making. - Silvia Benevenuta; Emidio Capriotti; Piero Fariselli (Bioinform., 2021)

Predicting protein stability changes upon single-point mutation: a thorough comparison of the available tools on a new dataset. - Corrado Pancotti; Silvia Benevenuta; Giovanni Birolo; Virginia Alberini; Valeria Repetto; Tiziana Sanavia; Emidio Capriotti; Piero Fariselli (Briefings Bioinform., 2022)

DDGun: an untrained predictor of protein stability changes upon amino acid variants. - Ludovica Montanucci; Emidio Capriotti; Giovanni Birolo; Silvia Benevenuta; Corrado Pancotti; Dennis Lal; Piero Fariselli (Nucleic Acids Res., 2022)

AI Computational and Ethical Awareness in Italian High Schools: A Series of Workshops (short paper). - Silvia Benevenuta; Riccardo Treglia (edu4AI@AI*IA, 2024)