Development and preliminary testing of a prior knowledge-based visual navigation system for cardiac ultrasound scanning

doi:10.1007/s13534-023-00338-z

CORC > 自动化研究所 > 中国科学院自动化研究所 > 多模态人工智能系统全国重点实验室

	Development and preliminary testing of a prior knowledge-based visual navigation system for cardiac ultrasound scanning
	Hao, Mingrui 1,2; Guo, Jun 3; Liu, Cuicui 3; Chen, Chen 1; Wang, Shuangyi 1,2,4
刊名	BIOMEDICAL ENGINEERING LETTERS
	2023-12-21
页码	10
关键词	Ultrasound scanning Visual navigation Augmented reality Skill learning Medical training
ISSN号	2093-9868
DOI	10.1007/s13534-023-00338-z
通讯作者	Chen, Chen(chen.chen@ia.ac.cn) ; Wang, Shuangyi(shuangyi.wang@ia.ac.cn)
英文摘要	PurposeUltrasound is widely used to diagnose disease and guide surgery because it is versatile, inexpensive and radiation-free. However, image acquisition is dependent on the operation of a professional sonographer, which is a difficult skill to learn for a wider range of non-sonographers.MethodsWe propose a prior knowledge-based visual navigation method to obtain three important standard ultrasound views of the heart, based on the sonographer's skill learning and augmented reality prompts. The key information about the probe movement was captured using vision-based tracking and normalisation methods on 14 volunteers, based on a professional sonographer's practice. An augmented reality-based navigation method was then proposed to guide operators with no ultrasound experience to find standard views of the heart in a second set of three volunteers.ResultsThrough quantitative analysis and qualitative scoring, the results showed that the proposed method can effectively guide non-sonographers to obtain standard views with diagnostic value.ConclusionIt is believed that the method proposed in this paper has clear application value in primary care, and expansion of the data will allow the accuracy of the navigation to be further improved.
资助项目	Natural Science Foundation of China
WOS研究方向	Engineering
语种	英语
出版者	SPRINGERNATURE
WOS记录号	WOS:001128693500002
资助机构	Natural Science Foundation of China
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/54958]
专题	多模态人工智能系统全国重点实验室
通讯作者	Chen, Chen; Wang, Shuangyi
作者单位	1.Chinese Acad Sci, Inst Automat, State Key Lab Multimodal Artificial Intelligence S, Beijing 100190, Peoples R China 2.Univ Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100043, Peoples R China 3.Hangtian Ctr Hosp, Beijing 100049, Peoples R China 4.Chinese Acad Sci, Ctr Artificial Intelligence & Robot, Hong Kong Inst Sci & Innovat, Hong Kong, Peoples R China
推荐引用方式 GB/T 7714	Hao, Mingrui,Guo, Jun,Liu, Cuicui,et al. Development and preliminary testing of a prior knowledge-based visual navigation system for cardiac ultrasound scanning[J]. BIOMEDICAL ENGINEERING LETTERS,2023:10.
APA	Hao, Mingrui,Guo, Jun,Liu, Cuicui,Chen, Chen,&Wang, Shuangyi.(2023).Development and preliminary testing of a prior knowledge-based visual navigation system for cardiac ultrasound scanning.BIOMEDICAL ENGINEERING LETTERS,10.
MLA	Hao, Mingrui,et al."Development and preliminary testing of a prior knowledge-based visual navigation system for cardiac ultrasound scanning".BIOMEDICAL ENGINEERING LETTERS (2023):10.