Figure 4:
First row illustrates two LIDC cases with ground truth manual contours where the radiologists meticulously marks the spiculations as per the Lung-RADS guidelines. In contrast, deep learning algorithms [23, 24] though accurate in localization can completely smooth out the critical spiculation features. Our proposed combination gives more reproducible segmentation results and is designed to preserve the spiculations as best as possible.