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

页码：55 / 58

页数：4

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