Abstract
This document outlines the research carried out at the Faculty of Computer Science of the Free University of Bozen-Bolzano that applies artificial intelligence to the field of medicine and health. A substantial part of the activities is devoted to the use of machine learning techniques: in the prediction of neurodegenerative diseases such as Alzheimer’s; in the recognition of sports activities from data collected by sensors to support training and rehabilitation; in making analysis of genetic data; and in producing personalization and adaptation in computerized cognitive training paths. Moreover, our research investigates how to profitably exploit hybrid process modelling in order to monitor the adherence to clinical guidelines. For each research area, we also report the collaborations with other institutions, and the related ongoing or recently completed projects.