Marta Lenatti received a Master Degree in Biomedical Engineering, from Politecnico di Milano in 2020. She is now a PhD student of the Italian National PhD program on Artificial Intelligence (Health and life sciences area) at Uni- versity Campus Bio-Medico of Rome in collaboration with CNR-IEIIT, and a Visiting Scientist at Toronto Metropolitan University. Her research interests are related to Explainable AI for the extraction of predictive and descriptive biomarkers in patients with chronic diseases.