Abstract
This project has the intention to propose machine learning techniques in temporal series for Photoplethysmogram data obtained by smarthpones and avaluate its suitability comparing it with tradicional exams for measurement of hemoglobin, bilirubin, oxygen saturation and leukocytes. First, data from voluntary pacients of the UFSCar's Univesitary Hospital will be obtained, they will give the…