LAMPIS, ANDREA
LAMPIS, ANDREA
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
A deep learning representation of common genetic variants improves the prediction of coronary artery disease beyond polygenic risk scores
2025-01-01 Vergani, Andrea Mario; Lampis, Andrea; Massi, Michela Carlotta; Masseroli, Marco; Ieva, Francesca; Di Angelantonio, Emanuele
A generative machine learning approach to generate genotypes and phenotypes for privacy-preserving sharing of polygenic risk prediction data
2025-01-01 Lampis, Andrea; Massi, Michela; Pirastu, Nicola; Vergani, Andrea Mario; Matteucci, Matteo; Ieva, Francesca; Di Angelantonio, Emanuele
Bridging the gap: enhancing the utility of synthetic data via post-processing techniques
2023-01-01 Lampis, Andrea; Lomurno, Eugenio; Matteucci, Matteo
Deep generative models to improve polygenic risk scores’ accuracy and portability across ancestries and admixtures
2024-01-01 Lampis, A.; Massi, M. C.; Vergani, A. M.; Matteucci, M.; Ieva, F.; Di Angelantonio, E.
Prediction of incident cardiovascular events using omics-derived latent factors
2024-01-01 Vergani, ANDREA MARIO; Chatterjee, Soumick; Lampis, Andrea; Massi, MICHELA CARLOTTA; Ometto, Sara; Andrea Pivato, Carlo; Visconti, Alessia; Glastonbury, Craig A.; Masseroli, Marco; Ieva, Francesca; Di Angelantonio, Emanuele