Modified Level Cut Liver Segmentation from CT Images
Rekha R Nair, Ravi C. Nayar, Tripty Singh, Shiv Kumar · 2017
For liver surgical planning accurate segmentation of liver vasculature from abdominal CTis very significant[39]. Study on the liver vessel structure helps to locate the tumor. But segmentation of CT Liver vasculature is not easy task because of artifacts, complex structure[11] of liver anatomy. The main two vasculature structures among the four different tubular systems are the portal(main) and hepatic veins inside liver[37]. It is not so easy to segment and differentiate among them because of the twist, curved, obstruct each other nature and sometimes distorted by liver lesions. Also poor contrast and imperfect volume effect adds difficulties on automatic vessel segmentation of liver. In this we present a novel work on automatic vasculature segmentation of Liver derived from modified level set method. Secondly Liver region is extracted from CT abdominal image using cropping. Finally, modified level cut method is used to segment vessels of liver from background voxels. Experimental outcome shows that the proposed technique can efficiently segment liver vessels from CT abdominal images. The proposed technique has been evaluated on 300 clinical CT images collected from HCG Cancer Research Hospital.