Problem: Cardiovascular diseases (CVD) are the number one cause of death globally. According to WHO (World Health Organization), 80% of these deaths occur in low- and middle-income countries. CVDs are associated to risk factors such as obesity, smoking, sedentary lifestyle, and others. The scientific community keeps searching for new parameters, like ECG signal analysis, to improve cardiovascular risk evaluation.