The NOVA Institute for Medical Systems Biology (NIMSB) is a centre of excellence aimed at applying emerging biomedical and digital technologies, such as machine learning algorithms and other artificial intelligence techiques, in the development of innovative solutions within the healthcare domain. Through Precision Medicine, NIMSB aims to contribute to the creation of new diagnostic and therapeutic methods. The goal is to enhance the quality of life of populations worldwide while simultaneously combating diseases with high levels of mortality and morbidity..