The Comparison of Convolutional Neural Networks and the Manual Measurement of Cobb Angle in Adolescent Idiopathic Scoliosis.

Xianming HuangMing LuoLimin LiuDiwei WuXuanhe YouZhipeng DengPeng XiuXi YangChunguang ZhouGanjun FengLei WangZhong-Jie ZhouJipeng FanMingjie HeZhongjun GaoLixin PuZhihong WuZong-Ke Zhou Yue-Ming Song Shishu Huang

Published in: Global spine journal (2022)

The fully automated framework not only identifies the vertebral boundaries, vertebral sequences, the upper/lower end vertebras and apical vertebra, but also calculates the Cobb angle of PT, MT, and TL/L curves sequentially. The framework would shed new light on the assessment of AIS curvature.

Keyphrases

convolutional neural network
deep learning
bone mineral density
high resolution
machine learning
genome wide
postmenopausal women
high throughput
gene expression
single cell