MASSI, MICHELA CARLOTTA
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
A predictive Digital Twin framework for risk assessment in congestive heart failure
2024-01-01 Carnevali, Davide; Torzoni, Matteo; Massi, MICHELA CARLOTTA; di Angelantonio, Emanuele; Ieva, Francesca; Manzoni, Andrea
Cross-Subject EEG Channel Selection for the Detection of Predisposition to Alcoholism
2021-01-01 Massi, M.; Ieva, F.
Data Mining Application to Healthcare Fraud Detection: Two-Step Unsupervised Clustering Method for Outlier Detection with Administrative Databases
2019-01-01 Massi, MICHELA CARLOTTA; Ieva, F.; Lettieri, E.
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.
Deep Sparse Autoencoder-based Feature Selection for SNPs validation in Prostate Cancer Radiogenomics
2020-01-01 Massi, M. C.; Ieva, F.; Paganoni, A.; Manzoni, A.; Zunino, P.; Franco, N. R.; Rancati, T.; West, C.
Interpretability and interaction learning for logistic regression models
2021-01-01 Franco, N. R.; Massi, M. C.; Ieva, F.; Paganoni, A. M.
Learning Signal Representations for EEG Cross-Subject Channel Selection and Trial Classification
2021-01-01 Massi, Michela C.; Ieva, Francesca
Predicted deleterious rare variants in non-hypertrophic cardiomyopathy genes increase the risk for severe cardiac events: evidence from the UK Biobank
2025-01-01 Gandin, Ilaria; Vergani, Andrea Mario; Massi, Michela; Paldino, Alessia; Setti, Martina; Barbati, Giulia; Di Angelantonio, Emanuele; Ieva, Francesca; Dal Ferro, Matteo
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
Prediction of late radiotherapy toxicity in prostate cancer patients via joint analysis of SNPs sequences
2020-01-01 Franco, Nicola Rares; Massi, Michela Carlotta; Ieva, Francesca; Paganoni, Anna Maria; Manzoni, Andrea; Zunino, Paolo; Rancati, Tiziana; West, Catharine
Predictive Digital Twins for Congestive Heart Failure Patients
2025-01-01 Torzoni, Matteo; Massi, MICHELA CARLOTTA; Carnevali, Davide; di Angelantonio, Emanuele; Ieva, Francesca; Manzoni, Andrea
Predictive digital twins for health monitoring: From structural safety to personalized medicine
2025-01-01 Torzoni, Matteo; Tezzele, Marco; Massi, MICHELA CARLOTTA; Carnevali, Davide; Varetti, Eugenio; Di Angelantonio, Emanuele; Mariani, Stefano; Ieva, Francesca; Manzoni, Andrea; Willcox, Karen