… factors with the severity and prognosis of coronavirus disease 2019 (COVID-19). The … ,
and 61 studies with more than 10,000 COVID-19 cases were eligible for the quantitative …

… review we evaluated prognostic factors for poor outcome in patients with covid-19 infectious
… prognostic information for mortality and/or severe COVID-19 disease. Identified prognostic …

… a favorable prognosis. This study constructed a machine learning-based prognostic prediction
model that was able to accurately predict survival rates of severe COVID-19 patients with …

… and prognostic models of COVID-19 lack of a comprehensive assessment of the wide COVID-19
… features to explain COVID-19 severity and prognosis (death and disease progression). …

… COVID-19 patients, and the diagnostic criteria of COVID-19 was based on the positive detection
of viral nucleic acids. The severity of COVID-19 … Severe subtype was defined if a patient …

… important comorbidities in COVID-19 patients, … COVID-19 infection. Furthermore, the results
show that an elderly male with underlying diseases is more likely to have severe COVID-19. …

… consider COVID-19 to not be severe. Prognostic tools for the prediction of COVID-19 severity
… studies proposed the use of prognostic tools for the prediction of COVID-19 severity 7– 15 . …

… of COVID-19, we built random forest (RF) models for the purpose of classification and regression
to assess the disease severity (Moderate, Severe, … -positive, and patient prognosis. The …

… severity of disease and lymphocyte count. … both COVID-19 severity and in-hospital mortality.
Thus, our study indicates that cytokines are valuable in predicting the severity of COVID-19 …

… This review aims to define the biological markers that are clinically useful in predicting a
severe disease course in COVID-19 patients and to identify molecules that can be used to …