Title :
Generation of historical mandible landmarks for orthodontic treatment using genetic algorithm and finite element method
Author :
Pao, Yu-Lun ; Liu, Thomas Jin-Chee ; Wong, Jau-Min ; Chiang, I-Jen
Author_Institution :
Grad. Inst. of Biomed. Eng., Nat. Taiwan Univ., Taipei, Taiwan
Abstract :
Contemporary cephalometric imaging in dental orthodontic treatment uses anatomical features on X-ray images for analysis; however, the available features are limited. The mandible, for example, has a simple structure compared to that of the maxilla, and all the analytical features are distributed on the outer edge. The aims of this study are to simulate the growth process of the mandible based on the relevant orthodontic surveys and through a finite element analysis using ANSYS software, to calculate the optimum growth parameters using genetic algorithms, and to establish new features in the absence of anatomical structure. This study proposes a calculation method for establishing new features, and provides more comprehensive information for pretreatment diagnosis in orthodontics.
Keywords :
X-ray imaging; dentistry; finite element analysis; genetic algorithms; medical image processing; patient diagnosis; ANSYS software; X-ray images; anatomical features; contemporary cephalometric imaging; finite element method; genetic algorithm; historical mandible landmarks; orthodontic treatment; pretreatment diagnosis; Analytical models; Biological cells; Bones; Educational institutions; Finite element methods; Genetic algorithms; Software; finite element; genetic algorithm; orthodontic landmarks;
Conference_Titel :
Granular Computing (GrC), 2011 IEEE International Conference on
Conference_Location :
Kaohsiung
Print_ISBN :
978-1-4577-0372-0
DOI :
10.1109/GRC.2011.6122656