how to segment the lesion in X-ray images rather than giving the image-level prediction?

Question

how to segment the lesion in X-ray images rather than giving the image-level prediction?

cannonli7 opened this issue a year ago · 2 comments

Thanks for your work. could you tell me how to segment the lesion in X-ray images rather than giving the image-level prediction?

Answer 1 · 2023-11-08T19:32:21.000Z

Hi, thanks for your interests in our work. At the moment, SQUID doesn't output the segmentation mask directly. However, you can rely on the grad-CAM map from the trained discriminator to indicate which parts of the image are poorly reconstructed, and therefore more likely to contain lesions.

Answer 2 · 2023-11-10T02:00:19.000Z

Hi, thanks for your interests in our work. At the moment, SQUID doesn't output the segmentation mask directly. However, you can rely on the grad-CAM map from the trained discriminator to indicate which parts of the image are poorly reconstructed, and therefore more likely to contain lesions.

Thanks for your reply. I'll try to work on that.