Background: The pancreas is a complex abdominal organ with many anatomical variations, making automated pancreas segmentation from medical images a challenging application. Purpose: This paper ...

Abstract: Medical anatomy segmentation is essential for computer-aided diagnosis and lesion localization in medical images. For example, segmenting individual ribs benefits localizing the lung lesions ...

Abstract: In this paper, we present a method for generating automated anatomy segmentation datasets using a sequential process that involves nnU-Net-based pseudo-labeling and anatomy-guided ...

When using a fairly straightforward non-interactive segmentation model, I expected to be able to provide a handful of manual segmentations, train the model, and simply run the auto segmentation to ...