文献类型：期刊文献

英文题名：Application of Ultrasound Virtual Reality in the Diagnosis and Treatment of Cardiovascular Diseases

作者：Fan, Mingqiang[1];Yang, Xiangxiang[1];Ding, Tao[1];Cao, Yu[1];Si, Qiaoke[1];Bai, Jing[1];Lin, Yongchun[1];Zhao, Xinke[2]

第一作者：Fan, Mingqiang

通信作者：Zhao, XK[1]

机构：[1]Pingliang Peoples Hosp, Cardiovasc Div, Pingliang 744000, Gansu, Peoples R China;[2]Gansu Univ Tradit Chinese Med, Affiliate Hosp, Cardiovasc Div, Lanzhou 730020, Gansu, Peoples R China

第一机构：Pingliang Peoples Hosp, Cardiovasc Div, Pingliang 744000, Gansu, Peoples R China

通信机构：[1]corresponding author), Gansu Univ Tradit Chinese Med, Affiliate Hosp, Cardiovasc Div, Lanzhou 730020, Gansu, Peoples R China.|[10735]甘肃中医药大学;

年份：2021

卷号：2021

外文期刊名：JOURNAL OF HEALTHCARE ENGINEERING

收录：;EI(收录号：20213610849715);Scopus(收录号：2-s2.0-85113970167);WOS:【SCI-EXPANDED(收录号:WOS:000691093500002)】；

语种：英文

外文关键词：Data visualization - Visualization - Diseases - Image segmentation - Three dimensional computer graphics - Virtual reality - Cardiology - Computer aided diagnosis - Feature Selection - Classifiers - Ultrasonic applications

摘要：Cardiovascular disease is a common chronic disease in the medical field, which has a great impact on the health of Chinese residents (especially the elderly). At present, the effectiveness of the prevention and treatment of cardiovascular diseases in my country is not optimistic. Overall, the prevalence and mortality of CVD are still on the rise. The timely and effective detection and treatment of cardiovascular and cerebrovascular diseases are of great practical significance to improve the health of residents and to carry out prevention and treatment. This article aims to study the application of ultrasound-based virtual reality technology in the diagnosis and treatment of cardiovascular diseases to improve the efficiency and accuracy of the diagnosis of cardiovascular and cerebrovascular diseases by medical staff. The focus is on the application of feature attribute selection related algorithms and classification related algorithms in medical and health diagnosis systems, and a cardiovascular and cerebrovascular disease diagnosis system based on naive Bayes algorithm and improved genetic algorithm is designed and developed. The system builds a diagnostic model for cardiovascular and cerebrovascular diseases and diagnoses and displays the corresponding results based on the patient's examination data. This paper first puts forward the theoretical concepts of ultrasonic virtual reality technology, scientific computing visualization, genetic algorithm, naive Bayes algorithm, and surgery simulation system and describes them in detail. Then, we construct a three-dimensional ultrasonic virtual measurement system, from the collection and reconstruction of image data to the filtering and segmentation of image data, plus the application of three-dimensional visualization and virtual reality technology to construct a three-dimensional measurement system. The experimental results in this paper show that 10 isolated congenital heart disease models with atrial septal defect (ASD) established through the use of three-dimensional visualization and virtual reality technology measured the short diameter, long diameter, and area of the atrial septal defect in the left and right atria. Finally, a value of L less than 0.05 indicates that the statistics are meaningful, and a value of r generally greater than 0.9 indicates that the virtual measurement result is highly correlated with the real measurement result.