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. 2021 Oct 7;11:19997. doi: 10.1038/s41598-021-99549-6

Figure 2.

Figure 2

Visualization of the region of interest that our final neural network model interpreted based on Grad-CAM results. The comparison of cropped X-ray images (left) and Grad-CAM result that overlapped on original images (right). The case of true positive that predicted osteoporosis in a patient with real osteoporosis is shown in (A), false positive in (B), false negative in (C), and true negative in (D).