Health is one of the areas where a significant contribution of artificial intelligence (AI) is expected, with implications for the cost, quality and efficiency of medical attention, including preparation and response capacities for health emergencies. Nevertheless, there are major challenges related to security, privacy and access to data, and the generation of inequalities. Legislation, regulation, evaluation and human supervision are key elements to facilitate its implementation in professional practice.