Skeletal bone age assessments for young children based on regression convolutional neural networks

Skeletal bone age assessments for young children based on regression convolutional neural networks

Pediatricians and pediatric endocrinologists utilize Bone Age Assessment (BAA) for in-vestigations pertaining to genetic disorders, hormonal complications and abnormalities in the skeletal system maturity of children. Conventional methods dating back to 1950 were often tedious and suscep-tible to in...

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Bibliographic Details
Main Authors: Pengyi Hao, Sharon Chokuwa, Xuhang Xie, Fuli Wu, Jian Wu, Cong Bai
Format: Article
Language:English
Published: AIMS Press 2019-07-01
Series:Mathematical Biosciences and Engineering
Subjects:
bone age assessment
carpal bones extraction
regression convolutional neural network
Online Access:https://www.aimspress.com/article/10.3934/mbe.2019323?viewType=HTML

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