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
fDate :
April 29 2014-May 2 2014
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;
Conference_Titel :
Biomedical Imaging (ISBI), 2014 IEEE 11th International Symposium on
Conference_Location :
Beijing
DOI :
10.1109/ISBI.2014.6868071