ABSTRACT
Applied research was carried out, consisting of a longitudinal and prospective experimental explanatory study, where from an expert evaluation models were selected for the comprehensive clinical evaluation of patients in the COVID-19 pandemic through an integrated platform based on Emerging Technologies that allowed to identify risk factors, perform diagnostic, thera-peutic, prognostic and geolocation approach from a sample of 332 patients from the Tungurahua Province, Canton Ambato. The elaborate models allow self-assessment of risk by the patient and the approach by specialists to diagno-sis, treatment, prognosis and geolocation from a virtual environment, through an integrated platform based on Emerging Technologies in patients in home isolation conditions.