{"title":"一种基于二维的超声序列颈动脉内膜-中膜厚度定量新方法。","authors":"Mehravar Rafati, Mehrdad Rafati Rahimzadeh, Fariba Raygan, Vahid Nikseresht, Hassan Moladoust","doi":"10.5812/ircmj.24691","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Ultrasound measurement of carotid Intima-Media Thickness (IMT) is a suitable method to evaluate subclinical arteriosclerosis.</p><p><strong>Objectives: </strong>The current study aimed to present a new computerized algorithm to detect instantaneous changes of the IMT to Common Carotid Artery (CCA) of IMT in sequential ultrasound images by applying the maximum gradient and the dynamic programming.</p><p><strong>Patients and methods: </strong>In a cross-sectional design, an examination was performed on thirty healthy human subjects with the mean age of 44 ± 6 years from April 2013 to June 2013 in Beheshti Hospital, Kashan, Iran. In all individuals, the instantaneous changes of the far wall IMT on the CCA were extracted. Local measurements of vessel intensity, intensity gradient, and boundary continuity were extracted for all of the sequential ultrasonic 2D-frames throughout three cardiac cycles. The Pearson correlation coefficients and Bland-Altman analysis were performed to assess the relationship and agreement between IMT measured by the proposed and conventional manual methods.</p><p><strong>Results: </strong>There was no significant difference between the proposed and manual methods with paired t-test analysis (in systole: 0.57 ± 0.10 vs. 0.56 ± 0.10 mm; P = 0.188 and in diastole: 0.63 ± 0.16 vs. 0.62 ± 0.10 mm; P = 0.122 for the manual and proposed methods, respectively). The Pearson correlation coefficients were r = 0.94 and r = 0.93 for IMTs and IMTd, respectively (both P < 0.001). Limit of agreements were narrow and considerable agreement was found between the two methods.</p><p><strong>Conclusions: </strong>The present study demonstrated that the proposed computerized analyzing method can provide accurate measurements of the IMT of the CCA in sequential 2D ultrasonic images.</p>","PeriodicalId":14628,"journal":{"name":"Iranian Red Crescent Medical Journal","volume":" ","pages":"e24691"},"PeriodicalIF":0.4000,"publicationDate":"2015-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/c6/28/ircmj-17-03-24691.PMC4441784.pdf","citationCount":"8","resultStr":"{\"title\":\"A New 2D-Based Method for Carotid Intima-Media Thickness Quantification From Ultrasound Sequences.\",\"authors\":\"Mehravar Rafati, Mehrdad Rafati Rahimzadeh, Fariba Raygan, Vahid Nikseresht, Hassan Moladoust\",\"doi\":\"10.5812/ircmj.24691\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Ultrasound measurement of carotid Intima-Media Thickness (IMT) is a suitable method to evaluate subclinical arteriosclerosis.</p><p><strong>Objectives: </strong>The current study aimed to present a new computerized algorithm to detect instantaneous changes of the IMT to Common Carotid Artery (CCA) of IMT in sequential ultrasound images by applying the maximum gradient and the dynamic programming.</p><p><strong>Patients and methods: </strong>In a cross-sectional design, an examination was performed on thirty healthy human subjects with the mean age of 44 ± 6 years from April 2013 to June 2013 in Beheshti Hospital, Kashan, Iran. In all individuals, the instantaneous changes of the far wall IMT on the CCA were extracted. Local measurements of vessel intensity, intensity gradient, and boundary continuity were extracted for all of the sequential ultrasonic 2D-frames throughout three cardiac cycles. The Pearson correlation coefficients and Bland-Altman analysis were performed to assess the relationship and agreement between IMT measured by the proposed and conventional manual methods.</p><p><strong>Results: </strong>There was no significant difference between the proposed and manual methods with paired t-test analysis (in systole: 0.57 ± 0.10 vs. 0.56 ± 0.10 mm; P = 0.188 and in diastole: 0.63 ± 0.16 vs. 0.62 ± 0.10 mm; P = 0.122 for the manual and proposed methods, respectively). The Pearson correlation coefficients were r = 0.94 and r = 0.93 for IMTs and IMTd, respectively (both P < 0.001). 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引用次数: 8
摘要
背景:超声测量颈动脉内膜-中膜厚度(IMT)是一种评估亚临床动脉硬化的合适方法。目的:本研究旨在提出一种新的计算机算法,利用最大梯度和动态规划来检测连续超声图像中IMT对颈总动脉(CCA)的瞬时变化。患者和方法:采用横断面设计,于2013年4月至2013年6月在伊朗Kashan Beheshti医院对30名平均年龄44±6岁的健康受试者进行了检查。在所有个体中,提取CCA上远壁IMT的瞬时变化。在三个心脏周期中提取所有连续超声2d帧的血管强度、强度梯度和边界连续性的局部测量值。使用Pearson相关系数和Bland-Altman分析来评估拟议方法和传统手工方法测量的IMT之间的关系和一致性。结果:采用配对t检验分析,本文提出的方法与人工方法无显著差异(收缩期:0.57±0.10 vs 0.56±0.10 mm;P = 0.188,舒张期:0.63±0.16 vs 0.62±0.10 mm;手册和建议方法的P = 0.122)。IMTs和IMTd的Pearson相关系数分别为r = 0.94和r = 0.93 (P均< 0.001)。两种方法之间的一致范围很窄,有相当大的一致性。结论:本研究表明,所提出的计算机化分析方法可以在连续二维超声图像中精确测量CCA的IMT。
A New 2D-Based Method for Carotid Intima-Media Thickness Quantification From Ultrasound Sequences.
Background: Ultrasound measurement of carotid Intima-Media Thickness (IMT) is a suitable method to evaluate subclinical arteriosclerosis.
Objectives: The current study aimed to present a new computerized algorithm to detect instantaneous changes of the IMT to Common Carotid Artery (CCA) of IMT in sequential ultrasound images by applying the maximum gradient and the dynamic programming.
Patients and methods: In a cross-sectional design, an examination was performed on thirty healthy human subjects with the mean age of 44 ± 6 years from April 2013 to June 2013 in Beheshti Hospital, Kashan, Iran. In all individuals, the instantaneous changes of the far wall IMT on the CCA were extracted. Local measurements of vessel intensity, intensity gradient, and boundary continuity were extracted for all of the sequential ultrasonic 2D-frames throughout three cardiac cycles. The Pearson correlation coefficients and Bland-Altman analysis were performed to assess the relationship and agreement between IMT measured by the proposed and conventional manual methods.
Results: There was no significant difference between the proposed and manual methods with paired t-test analysis (in systole: 0.57 ± 0.10 vs. 0.56 ± 0.10 mm; P = 0.188 and in diastole: 0.63 ± 0.16 vs. 0.62 ± 0.10 mm; P = 0.122 for the manual and proposed methods, respectively). The Pearson correlation coefficients were r = 0.94 and r = 0.93 for IMTs and IMTd, respectively (both P < 0.001). Limit of agreements were narrow and considerable agreement was found between the two methods.
Conclusions: The present study demonstrated that the proposed computerized analyzing method can provide accurate measurements of the IMT of the CCA in sequential 2D ultrasonic images.
期刊介绍:
The IRANIAN RED CRESCENT MEDICAL JOURNAL is an international, English language, peer-reviewed journal dealing with general Medicine and Surgery, Disaster Medicine and Health Policy. It is an official Journal of the Iranian Hospital Dubai and is published monthly. The Iranian Red Crescent Medical Journal aims at publishing the high quality materials, both clinical and scientific, on all aspects of Medicine and Surgery