Artificial intelligence promises to transform health care significantly during the next years and decades. Personalized decision support, as an application, may improve physicians’ capabilities to advise their patients. Cardiovascular diseases are a highly relevant field for implementations. During research and development, ethical, legal, and social aspects should be considered to arrive at responsible research and innovation.