Automated GI tract segmentation using deep learning. (arXiv:2206.11048v2 [eess.IV] UPDATED)

The job of Radiation oncologists is to deliver x-ray beams pointed toward the
tumor and at the same time avoid the stomach and intestines. With MR-Linacs
(magnetic resonance imaging and linear accelerator systems), oncologists can
visualize the position of the tumor and allow for precise dose according to
tumor cell presence which can vary from day to day. The current job of
outlining the position of the stomach and intestines to adjust the X-ray beams
direction for the dose delivery …

arxiv deep learning learning segmentation