DocumentCode
1772128
Title
Determination of legal majority age from 3D magnetic resonance images of the radius bone
Author
Stern, Darko ; Ebner, Thomas ; Bischof, Horst ; Urschler, Martin
Author_Institution
Inst. for Comput. Graphics & Vision, Graz Univ. of Technol., Graz, Austria
fYear
2014
fDate
April 29 2014-May 2 2014
Firstpage
1119
Lastpage
1122
Abstract
The determination of an individual´s legal majority age is becoming increasingly important in forensic practice. Established age estimation methods are based on 2D X-rays, but suffer from problems due to projective imaging and exposure to ionizing radiation, which, without proper medical or criminal indication, is ethically questionable and legally prohibited in many countries. We propose an automatic 3D method for the determination of legal maturity from MR images based on the ossification of the radius bone. Age estimation is performed by a linear regression model of the epiphyseal gap volume over the known ground truth age of training data. Results are comparable with the established Greulich/Pyle (GP) and Tanner/Whitehouse (TW) methods, but do not involve harmful radiation.
Keywords
biomedical MRI; bone; forensic science; image segmentation; medical image processing; regression analysis; 2D X-rays; 3D magnetic resonance images; Greulich-Pyle method; MR images; Tanner-Whitehouse method; age estimation methods; automatic 3D method; criminal indication; epiphyseal gap volume; forensic practice; ground truth age; ionizing radiation exposure; legal majority age; legal maturity determination; linear regression model; medical indication; projective imaging; radius bone ossification; training data; Bones; Estimation; Image segmentation; Law; Three-dimensional displays; Training data; bone age estimation (BAE); hand bones; legal majority age; magnetic resonance (MR); random forest; segmentation;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Imaging (ISBI), 2014 IEEE 11th International Symposium on
Conference_Location
Beijing
Type
conf
DOI
10.1109/ISBI.2014.6868071
Filename
6868071
Link To Document