inclusion criteria: 1. provision of signed informed consent prior to any study specific procedures. 2. female and male patients ≥18 years of age. 3. covid-19 positive or typical ct image of covid-19 infection. 4. clinical status requiring hospitalization.

inclusion criteria: 1. provision of signed informed consent prior to any study specific procedures. 2. female and male patients ≥18 years of age. 3. covid-19 positive or typical ct image of covid-19 infection. 4. clinical status requiring hospitalization.

inclusion criteria: provision of signed informed consent prior to any study specific procedures. female and male patients ≥18 years of age. covid-19 positive or typical ct image of covid-19 infection. clinical status requiring hospitalization.

inclusion criteria: provision of signed informed consent prior to any study specific procedures. female and male patients ≥18 years of age. covid-19 positive or typical ct image of covid-19 infection. clinical status requiring hospitalization.

inclusion criteria: 1. provision of signed informed consent prior to any study specific procedures. 2. female and male patients ≥18 years of age. 3. covid-19 positive or typical ct image of covid-19 infection. 4. clinical status requiring hospitalization.

inclusion criteria: 1. provision of signed informed consent prior to any study specific procedures. 2. female and male patients ≥18 years of age. 3. covid-19 positive or typical ct image of covid-19 infection. 4. clinical status requiring hospitalization.