Inclusion Criteria:  Patients admitted for COVID-19 (with positive rt-PCR for SARS-CoV-2) who had a contrast-enhanced chest CT within the specified timeframe.  Exclusion Criteria:  Age <18 years Patients with another pre-existing infectious process Documented refusal of the reuse of medical data