Bone Age Estimation of Chinese Han Adolescents’s and Children’s Elbow Joint X-rays Based on Multiple Deep Convolutional Neural Network Models

Bone Age Estimation of Chinese Han Adolescents’s and Children’s Elbow Joint X-rays Based on Multiple Deep Convolutional Neural Network Models

ObjectiveTo explore a deep learning-based automatic bone age estimation model for elbow joint X-ray images of Chinese Han adolescents and children and evaluate its performance.MethodsA total of 943 （517 males and 426 females） elbow joint frontal view X-ray images of Chinese Han adolescents and child...

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Bibliographic Details
Main Authors: LI Dan-yang, ZHOU Hui-ming, WAN Lei, LIU Tai-ang, LI Yuan-zhe, WANG Mao-wen, WANG Ya-hui
Format: Article
Language:zho
Published: Editorial Office of Journal of Forensic Medicine 2025-02-01
Series:Fayixue Zazhi
Subjects:
forensic anthropology
age estimation
x-ray image
elbow joint
deep convolutional neural network
segmentation network
adolescents
children
Online Access:http://www.fyxzz.cn/CN/10.12116/j.issn.1004-5619.2024.241202
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