Title :
A novel shape representation of the dental arch and its applications in some dentistry problems
Author :
Rijal, Omar M. ; Abdullah, Norli A. ; Isa, Zakiah M. ; Davaei, Feisal A. ; Noor, Norliza M. ; Tawfiq, Omar F.
Author_Institution :
Inst. of Math. Sci., Univ. of Malaya, Kuala Lumpur, Malaysia
fDate :
Aug. 30 2011-Sept. 3 2011
Abstract :
Standardized digital images of maxillary dental casts of 47 subjects were analyzed using MATLAB software whereby the two hamular notches and the incisive papilla defines the Cartesian vertical and horizontal axes, as well as the origin. The angle and length of the midpoints of the anterior teeth, mesiobuccal and distobuccal cusp of the posterior teeth were measured from the origin and denoted as θ1, ..., θ18 and l1, ..., l18 respectively. These values were collectively used to represent the shape of each dental cast. Clustering and principal component analyses were employed to find possible groups of dental arches using the above measure of shape. The main result of this study is that the 3 groups of dental arch shape may be represented by the novel feature vector vk=(θk1, lk1, θk3, lk3, θk5, lk5, θk13, lk13), k=1, 2, 3. Knowledge of vk implies three impression trays should be sufficient in a particular prosthetic dentistry application for Malaysian patients. Further, given that vk are accurately measured they may be potential candidates as evidence in specific application of forensic dentistry.
Keywords :
biomedical optical imaging; dentistry; mathematics computing; medical image processing; pattern clustering; principal component analysis; MATLAB software; anterior teeth; clustering analysis; dental arch novel shape representation; feature vector; forensic dentistry; hamular notches; incisive papilla; maxillary dental casts; posterior teeth distobuccal cusp; posterior teeth mesiobuccal cusp; principal component analysis; standardized digital images; Dentistry; Educational institutions; Forensics; Humans; Prosthetics; Shape; Teeth; Adult; Computer Simulation; Dental Arch; Dental Casting Technique; Female; Humans; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; Male; Models, Anatomic; Photography; Reproducibility of Results; Sensitivity and Specificity; Young Adult;
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2011.6091261