Gemelli decision tree Algorithm to Predict the need for home monitoring or hospitalization of confirmed and unconfirmed COVID-19 patients (GAP-Covid19): preliminary results from a retrospective cohort study

CONCLUSIONS: We developed a machine learning-based tool that is easy to understand and apply. It provides good discrimination in stratifying confirmed and unconfirmed COVID-19 patients with different prognoses in every context. Our tool might allow general practitioners visiting patients at home to decide whether the patient needs to be hospitalized.PMID:33829463 | DOI:10.26355/eurrev_202103_25440

Source: European Review for Medical and Pharmacological Sciences - April 8, 2021 Category: Drugs & Pharmacology Authors: G Vetrugno P Laurenti F Franceschi F Foti F D'Ambrosio M Cicconi D I LA Milia M Di Pumpo E Carini D Pascucci S Boccia R Pastorino G Damiani F De-Giorgio A Oliva N Nicolotti A Cambieri R Ghisellini R Murri G Sabatelli M Musolino A Gasbarrini Gemelli-Agains Source Type: research