Prof Luciano Mirarchi (Biomedical campus of Rome, Italy) is a senior manager at Siemens Health. His talk will show the innovative applications and possibilities related to the use of artificial intelligence in healthcare settings. In particular, cutting-edge applications will be introduced, spanning from automatic contouring of cancer regions in the imaging domain, to smart algorithms for catheter and vessel identification. The final part of the talk will focus on ethical and regulatory aspects concerning the application of artificial intelligence in medicine.