Age Estimation from Brain Magnetic Resonance Images Using Deep Learning Techniques in Extensive Age Range

Age Estimation from Brain Magnetic Resonance Images Using Deep Learning Techniques in Extensive Age Range

Estimation of human age is important in the fields of forensic medicine and the detection of neurodegenerative diseases of the brain. Particularly, the age estimation methods using brain magnetic resonance (MR) images are greatly significant because these methods not only are noninvasive but also do...

Full description

Bibliographic Details
Main Authors: Kousuke Usui, Takaaki Yoshimura, Minghui Tang, Hiroyuki Sugimori
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Applied Sciences
Subjects:
deep learning
age estimation
regression model
machine learning
ResNet-50
Online Access:https://www.mdpi.com/2076-3417/13/3/1753

Internet

https://www.mdpi.com/2076-3417/13/3/1753

Similar Items