The Imaging COVID-19 AI initiative is an effort coordinated by the Netherlands Cancer Institute to train an AI algorithm to diagnose COVID-19 based on CT scans and quantify the severity of the infection in the patient. The project makes use of anonymized imaging data from institutions and hospitals across Europe. Once developed, the AI model will be made freely accessible to all participating organizations.