An algorithm of segmentation of a human spine X-ray image with the help of Mask R-CNN neural network for the purpose of vertebrae localization

被引：2
作者：
Kurochka, Konstantin S. [1 ]
Panarin, Konstantin A. [1 ]
机构：
[1] Sukhoi State Tech Univ Gomel, Prospect Octiabria 48, Gomel 246746, BELARUS
来源：
2021 56TH INTERNATIONAL SCIENTIFIC CONFERENCE ON INFORMATION, COMMUNICATION AND ENERGY SYSTEMS AND TECHNOLOGIES (ICEST) | 2021年
关键词：
Osteochondrosis; X-ray; neural networks; spine; vertebrae; R-CNN;
D O I：
10.1109/ICEST52640.2021.9483467
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Diagnosing osteochondrosis is carried out by determining the geometrical parameters of the vertebrae and their relative position. An algorithm based on the use of the Mask R-CNN convolutional neural network is proposed to localize the vertebrae on x-ray images of the lumbar spine and determine their geometric parameters.
引用
收藏
页码：55 / 58
页数：4
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