Fig. 5.

A panel of chest radiographs (A-C and D-F) where a DL algorithm has been used to identify the presence of pneumothorax which can be a complication of rib fracture. The images on the left side (A and D) are the raw images, where we can see the presence of massive pneumothorax displacing the left lung in A and milder pneumothorax in the right hemithorax in D. The same regions have been annotated by a Board-Certified Radiologist in the images in the center (B and E). The images on the right side (C and F) are the involved regions as identified by the DL algorithm and marked using the red masks. Image courtesy: DeepTek Inc.™ segmentation algorithm.