Title :
Deformable modeling of human liver with contact surface
Author :
Al-Mayah, Adil ; Moseley, Joanne ; Velec, Mike ; Brock, Kristy
Author_Institution :
Radiat. Med. Program, Princess Margaret Hosp., Toronto, ON, Canada
Abstract :
Patient specific 3D finite element models have been developed using 4DCT (3D + time) image data for 5 liver cancer patients. Each model consists of the liver, tumors, left and right kidneys, stomach, spleen and body. Breathing motion of the liver, spleen and body is found and applied as displacement boundary conditions in the model. Sliding of the liver relative to the surrounding tissues is modeled using frictionless contact surfaces. Landmarks representing vessels bifurcation inside the liver are used for the model accuracy test. The goal of the study is to examine the effect of contact surface model on the performance of the deformable image registration of the liver. The accuracy of the model is improved by applying contact surface. Substantial displacement differences are observed between models with and without contact surface of the liver. The largest difference is in the Superior-Inferior (SI) followed by Anterior-Posterior (AP).
Keywords :
cancer; deformation; finite element analysis; image registration; liver; medical image processing; 3D + time image data; 4DCT; anterior-posterior; breathing motion; deformable image registration; deformable modeling; displacement boundary conditions; frictionless contact surfaces; human body; human liver; kidneys; liver cancer patients; patient specific 3D finite element models; sliding; spleen; stomach; superior-inferior; tumors; vessel bifurcation; Bifurcation; Biological system modeling; Boundary conditions; Cancer; Deformable models; Finite element methods; Humans; Liver neoplasms; Stomach; Testing; Cancer; FEM; contact surface; image registration; liver; radiotherapy;
Conference_Titel :
Science and Technology for Humanity (TIC-STH), 2009 IEEE Toronto International Conference
Conference_Location :
Toronto, ON
Print_ISBN :
978-1-4244-3877-8
Electronic_ISBN :
978-1-4244-3878-5
DOI :
10.1109/TIC-STH.2009.5444517