Automatic Measurement of Spinous Process Angles on Ultrasound Spine Images

doi:10.1109/EMBC44109.2020.9176211

	Automatic Measurement of Spinous Process Angles on Ultrasound Spine Images
	Songhan Ge; Hongye Zeng; Rui Zheng
	2020-08-27
会议录名称	2020 42ND ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC)
ISSN	1557-170X
卷号	2020-July
页码	2101-2104
发表状态	已发表
DOI	10.1109/EMBC44109.2020.9176211
摘要	Ultrasound (US) imaging technique has been applied to measure the proxy Cobb angle and spinous process angle (SPA) for spinal curvatures of scoliosis. However manual measurement of ultrasound images is time consuming and greatly relying on the experience of raters. The objectives of this work are to develop an automatic measurement method to assess SPA of spine curves and to evaluate the accuracy and reliability of the method. The spinous process curves were identified and fitted on US images, and the automatically measured SPA were compared with the results from US manual and radiographic measurements. It illustrates that the US-auto measurement of SPA presents higher correlation and smaller difference with clinical standard radiographic results than the US-manual measurement.
会议录编者/会议主办者	42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society: Enabling Innovative Technologies for Global Healthcare, EMBC 2020 ; IEEE
关键词	Imaging techniquesAutomatic measurement methods Automatic measurements Cobb angles Manual measurements Spinal curvature Spine curves Ultrasound images Ultrasound imaging
会议名称	42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society, EMBC 2020
出版地	345 E 47TH ST, NEW YORK, NY 10017 USA
会议地点	Montreal, QC, Canada
会议日期	20-24 July 2020
URL	查看原文
收录类别	EI ; CPCI ; CPCI-S
语种	英语
WOS研究方向	Engineering
WOS类目	Engineering, Biomedical ; Engineering, Electrical & Electronic
WOS记录号	WOS:000621592202107
出版者	Institute of Electrical and Electronics Engineers Inc., United States
EI入藏号	20203809207563
EI主题词	Ultrasonic applications
EISSN	1558-4615
WOS关键词	ADOLESCENT IDIOPATHIC SCOLIOSIS ; COBB ANGLE
原始文献类型	Conferences
来源库	IEEE
引用统计	正在获取...
文献类型	会议论文
条目标识符	https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/122924
专题	信息科学与技术学院_本科生信息科学与技术学院_PI研究组_郑锐组信息科学与技术学院_硕士生信息科学与技术学院_博士生
作者单位	ShanghaiTech University,School of Information Science and Technology,Shanghai,China
第一作者单位	信息科学与技术学院
第一作者的第一单位	信息科学与技术学院
推荐引用方式 GB/T 7714	Songhan Ge,Hongye Zeng,Rui Zheng. Automatic Measurement of Spinous Process Angles on Ultrasound Spine Images[C]//42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society: Enabling Innovative Technologies for Global Healthcare, EMBC 2020, IEEE. 345 E 47TH ST, NEW YORK, NY 10017 USA:Institute of Electrical and Electronics Engineers Inc., United States,2020:2101-2104.