Title :
Modeling of tumor conspicuity in hepatic CT images: combined compartment and vascular models
Author :
Bézy-Wendling, Johanne ; Kretowski, Marek ; Coupe, Pierrick
Author_Institution :
Laboratoire Traitement du Signal et de l´´Image, Rennes I Univ., France
Abstract :
The aim of this work is to simulate dynamic CT scan of the liver, in normal tissue and in a hypervascular tumor. Two models are developed: a physiological vascular model for the main vessels, until arterioles and venules, and a compartment model for parenchyma enhancement. Combining these two models allows us to compute locally the contrast product concentration, all along the propagation, after injection in the hepatic artery and the portal vein. In the second step, a density representation of the organ is created and CT scans are simulated by using the standard reconstruction algorithm - filtered backprojection. As a final step, enhancement curves are extracted from the obtained images, showing very good agreement with real hepatic enhancement in CT.
Keywords :
blood vessels; computerised tomography; image enhancement; image reconstruction; image representation; liver; medical image processing; physiological models; tumours; arterioles; compartment model; contrast product concentration; density organ representation; filtered backprojection; hepatic CT images; hepatic artery; hypervascular tumor; liver; main vessels; normal tissue; parenchyma enhancement; physiological vascular model; portal vein; reconstruction algorithm; tumor conspicuity; venules; Arteries; Blood; Computational modeling; Computed tomography; Computer science; Liver neoplasms; Pathology; Portals; Solid modeling; Veins;
Conference_Titel :
Biomedical Imaging: Nano to Macro, 2004. IEEE International Symposium on
Print_ISBN :
0-7803-8388-5
DOI :
10.1109/ISBI.2004.1398570