Exploring Effective DNN Models for Forensic Age Estimation based on Panoramic Radiograph Images

Author(s):  
Wenxuan Hou ◽  
Longjun Liu ◽  
Jinxia Gao ◽  
Anguo Zhu ◽  
Keyang Pan ◽  
...  
2020 ◽  
Vol 24 (05) ◽  
pp. 510-522
Author(s):  
Jannick De Tobel ◽  
Christian Ottow ◽  
Thomas Widek ◽  
Isabella Klasinc ◽  
Håkan Mörnstad ◽  
...  

AbstractMedical imaging for forensic age estimation in living adolescents and young adults continues to be controversial and a subject of discussion. Because age estimation based on medical imaging is well studied, it is the current gold standard. However, large disparities exist between the centers conducting age estimation, both between and within countries. This review provides an overview of the most common approaches applied in Europe, with case examples illustrating the differences in imaging modalities, in staging of development, and in statistical processing of the age data. Additionally, the review looks toward the future because several European research groups have intensified studies on age estimation, exploring four strategies for optimization: (1) increasing sample sizes of the reference populations, (2) combining single-site information into multifactorial information, (3) avoiding ionizing radiation, and (4) conducting a fully automated analysis.


2014 ◽  
Vol 22 ◽  
pp. 68-72 ◽  
Author(s):  
Ronald Schulz ◽  
Manfred Schiborr ◽  
Heidi Pfeiffer ◽  
Sven Schmidt ◽  
Andreas Schmeling

2018 ◽  
Vol 29 (5) ◽  
pp. 2322-2329 ◽  
Author(s):  
Yuan Li ◽  
Zhizhong Huang ◽  
Xiaoai Dong ◽  
Weibo Liang ◽  
Hui Xue ◽  
...  

Sign in / Sign up

Export Citation Format

Share Document