Title :
A semiautomatic segmentation method, solid tissue classification and 3D reconstruction of mandible from computed tomography imaging for biomechanical analysis
Author :
Gamboa, Andrés ; Cosa, Alejandro ; Benet, Francisco ; Arana, Estanislao ; Moratal, David
Author_Institution :
Center for Biomater. & Tissue Eng., Univ. Politec. de Valencia, Valencia, Spain
Abstract :
Finite Element Analysis using geometrical 3D models obtained from medical imaging is a widely used method in the study of the mechanical properties of jawbone and dentition with important contributions in diagnosis, treatment, and outcome assessment. Numerical analysis in biomechanics seems promising yet it requires a careful reconstruction of specimens to make analysis reliable and feasible. A semi-automatic approach is described for the classification of the solid tissues of jawbone for a subsequent construction of a 3D geometrical model of mandible from CT images to perform a Finite Element mechanical analysis. Mechanical properties of jawbone in fifteen women at different stage of life were studied. Differences in displacement were found statistically significant among age groups, ANOVA test, F=2.75, p=0.04. Preliminary results differentiate biomechanical parameters of jawbone among life span in women concordant with findings in different studies using other techniques.
Keywords :
biomechanics; bone; computerised tomography; dentistry; finite element analysis; image classification; image reconstruction; image segmentation; medical image processing; solid modelling; statistical analysis; 3D reconstruction; ANOVA test; CT images; biomechanical analysis; biomechanical parameters; computed tomography imaging; dentition; finite element mechanical analysis; geometrical 3D models; jawbone; mandible; medical imaging; numerical analysis; semiautomatic segmentation method; solid tissue classification; Biological system modeling; Biomechanics; Bones; Computed tomography; Finite element methods; Image segmentation; Teeth; Mandible; active contours; biomechanics; computed tomography; finite element analysis; medical imaging;
Conference_Titel :
Biomedical Imaging (ISBI), 2012 9th IEEE International Symposium on
Conference_Location :
Barcelona
Print_ISBN :
978-1-4577-1857-1
DOI :
10.1109/ISBI.2012.6235852