Artificial Intelligence for Automatic Measurement of Sagittal Vertical Axis Using ResUNet Framework

Artificial Intelligence for Automatic Measurement of Sagittal Vertical Axis Using ResUNet Framework

We present an automated method for measuring the sagittal vertical axis (SVA) from lateral radiography of whole spine using a convolutional neural network for keypoint detection (ResUNet) with our improved localization method. The algorithm is robust to various clinical conditions, such as degenerat...

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Bibliographic Details
Main Authors: Chi-Hung Weng, Chih-Li Wang, Yu-Jui Huang, Yu-Cheng Yeh, Chen-Ju Fu, Chao-Yuan Yeh, Tsung-Ting Tsai
Format: Article
Language:English
Published: MDPI AG 2019-11-01
Series:Journal of Clinical Medicine
Subjects:
artificial intelligence
convolutional neural network
resunet
sagittal vertical axis
Online Access:https://www.mdpi.com/2077-0383/8/11/1826

Internet

https://www.mdpi.com/2077-0383/8/11/1826

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