Rayscape can detect 148 anomalies on chest X-rays. Those pathologies are grouped into 17 different classes and localized precisely on the image. Rayscape also generates a series of additional information essential for a comprehensive pulmonary evaluation such as the COVID-19 score, automatic calculation of the Cardio-Thorax Index ratio, and bone-suppressed and subtracted versions of the original image.