Figure 1.

General overview of the methodology. (a) Approach 1: A CNN predicts the imaging modality and then passes the image to one of three special CNN models designed for each image mode to predict COVID or Non-COVID diagnosis, (b) Approach 2: A single CNN model predicts both image modality and the correct class for each input image.