This document presents the development of simulation systems for clinical scenarios in neonatal patients using RFID Technologies. The systems are intended for training of personnel in the Health Care industry. They implement possible scenarios of the cardiovascular and respiratory systems and process related to blood pressure. One of the systems also implements the application of a chest massage technique developed at the College of Medicine at Universidad Nacional de Colombia. The system uses two Graphical User Interfaces (GUIs), one for the trainer, where he can program a specific clinical scenario to be resolved, and one for the trainee, where he can get information related to the illness, the patient, and where he can program his treatment.