Our Dpt:


COVID-19 Critical Illness Prediction Tool (COVID-GRAM): “Predict occurrence of ICU admission, mechanical ventilation, or death in hospitalized patients with COVID-19.” Similar to MU4 of Guangyao (uses comorbidities and blood results). Trained and validated on Chinese Data. The paper (see doc) does include the model coefficients, and there is an online web calculator: Summary:

Predictive models on COVID-19

COVID-19 general info:

COVID-19 epidemiology & data:

COVID-19 advices for patients:

Clinical studies on COVID-19


Open Source