Electronic health record data collected by the 4CE international consortium from 96 hospitals across 5countries and was used to compile lists of all the diagnoses recorded in the EHR for COVID19-patient (by using the ICD-9 or ICD-10 code for each diagnosis) starting from one week before their positive COVID-19 test.