Since 2022, the research and project activity has been focused on the opportunities for digitalization of health data and healthcare systems, which has led to several national and international grant funding. Indeed, especially after the experience of the pandemic emergency, the application of innovative methodologies designed to manage heterogeneous health data subject to digital transformation resulted essential, for the management of both chronic and acute complex diseases.