A Review of the Methods on Cobb Angle Measurements for Spinal Curvature

doi:10.3390/s22093258

CORC > 自动化研究所 > 中国科学院自动化研究所 > 复杂系统管理与控制国家重点实验室 > 先进机器人控制团队

	A Review of the Methods on Cobb Angle Measurements for Spinal Curvature
	Jin, Chen 2,3; Wang, Shengru 1; Yang, Guodong 2,3; Li, En 3; Liang, Zize 3
刊名	SENSORS
	2022-05-01
卷号	22 期号:9 页码:19
关键词	scoliosis Cobb angle measurement deep learning image enhancement
DOI	10.3390/s22093258
通讯作者	Yang, Guodong(guodong.yang@ia.ac.cn)
英文摘要	Scoliosis is a common disease of the spine and requires regular monitoring due to its progressive properties. A preferred indicator to assess scoliosis is by the Cobb angle, which is currently measured either manually by the relevant medical staff or semi-automatically, aided by a computer. These methods are not only labor-intensive but also vary in precision by the inter-observer and intra-observer. Therefore, a reliable and convenient method is urgently needed. With the development of computer vision and deep learning, it is possible to automatically calculate the Cobb angles by processing X-ray or CT/MR/US images. In this paper, the research progress of Cobb angle measurement in recent years is reviewed from the perspectives of computer vision and deep learning. By comparing the measurement effects of typical methods, their advantages and disadvantages are analyzed. Finally, the key issues and their development trends are also discussed.
资助项目	Beijing Natural Science Foundation[L192015] ; National Nature Science Foundation[61973300]
WOS关键词	IMAGE-ENHANCEMENT ; SCOLIOSIS ; RADIOGRAPHS ; RELIABILITY ; ALGORITHMS ; SHAPE
WOS研究方向	Chemistry ; Engineering ; Instruments & Instrumentation
语种	英语
出版者	MDPI
WOS记录号	WOS:000796115700001
资助机构	Beijing Natural Science Foundation ; National Nature Science Foundation
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/49431]
专题	自动化研究所_复杂系统管理与控制国家重点实验室_先进机器人控制团队
通讯作者	Yang, Guodong
作者单位	1.Peking Union Med Coll Hosp, Beijing 100005, Peoples R China 2.Univ Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100049, Peoples R China 3.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Jin, Chen,Wang, Shengru,Yang, Guodong,et al. A Review of the Methods on Cobb Angle Measurements for Spinal Curvature[J]. SENSORS,2022,22(9):19.
APA	Jin, Chen,Wang, Shengru,Yang, Guodong,Li, En,&Liang, Zize.(2022).A Review of the Methods on Cobb Angle Measurements for Spinal Curvature.SENSORS,22(9),19.
MLA	Jin, Chen,et al."A Review of the Methods on Cobb Angle Measurements for Spinal Curvature".SENSORS 22.9(2022):19.