Fig. 6.

Explainability: heatmaps using Grad-CAM algorithm shows that the model primarily uses imaging features from the lungs and mediastinum region for mortality prediction. The image was produced by averaging the heatmaps from the expired patients with prediction probability larger than 0·6 and overlaying it on an actual CXR so it is easier to highlight the physiologic area