1. A method comprising using at least one hardware processor for: computing a patch distinctiveness score for each of multiple patches of a medical image; computing a shape distinctiveness score for each of multiple regions of the medical image; and computing a saliency map of the medical image, by combining the patch distinctiveness score and the shape distinctiveness score.