2 papers
cs.LG2025
Improving Omics-Based Classification: The Role of Feature Selection and Synthetic Data Generation
Diego Perazzolo, Pietro Fanton, Ilaria Barison +4
Given the increasing complexity of omics datasets, a key challenge is not only improving classification performance but also enhancing the transparency and reliability of model dec…
cs.LG2025
Uncovering Population PK Covariates from VAE-Generated Latent Spaces
Diego Perazzolo, Chiara Castellani, Enrico Grisan
Population pharmacokinetic (PopPK) modelling is a fundamental tool for understanding drug behaviour across diverse patient populations and enabling personalized dosing strategies t…