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Three-dimensional echocardiographic virtual endoscopy for the diagnosis of congenital heart disease in children

机译:三维超声心动图虚拟内窥镜诊断儿童先天性心脏病

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摘要

Virtual endoscopy (VE) is a new post-processing method that uses volumetric data sets to simulate the tracks of a “conventional” flexible endoscope. However, almost all studies of this method have involved virtual visualizations of the cardiovascular structures applied to computed tomography (CT) and magnetic resonance (MR) datasets. This paper introduces a novel visualization method called the “three-dimensional echocardiographic intracardiac endoscopic simulation system (3DE IESS)”, which uses 3D echocardiographic images in a virtual reality (VR) environment to diagnose congenital heart disease. The aim of this study was to analyze the feasibility of VE in the evaluation of congenital heart disease in children and its accuracy compared with 2DE. Three experienced pediatric cardiologists blinded to the patients’ diagnoses separately reviewed 40 two-dimensional echocardiographic (2DE) datasets and 40 corresponding VE datasets and judged whether abnormal intracardiac anatomy was present in terms of a five-point scale (1 = definitely absent; 2 = probably absent; 3 = cannot be determined; 4 = probably present; and 5 = definitely present). Compared with clinical diagnosis, the diagnostic accuracy of VE was 98.7% for ASD, 92.4% for VSD, 92.6% for TOF, and 94% for DORV, respectively. Diagnostic accuracy of VE was significantly higher than that of 2DE for TOF and DORV except for ASD and VSD. The receiver operating characteristic (ROC) curve for VE was closer to the optimal performance point than was the ROC curve for 2DE. The area under the ROC curve was 0.96 for VE and 0.93 for 2DE. Kappa values (range, 0.73–0.79) for VE and 2DE indicated substantial agreement. 3D echocardiographic VE can enhance our understanding of intracardiac structures and facilitate the evaluation of congenital heart disease.
机译:虚拟内窥镜(VE)是一种新的后处理方法,它使用体积数据集来模拟“常规”柔性内窥镜的轨迹。但是,几乎所有对该方法的研究都涉及对计算机断层扫描(CT)和磁共振(MR)数据集应用的心血管结构的虚拟可视化。本文介绍了一种新颖的可视化方法,称为“三维超声心动图心内镜内窥镜仿真系统(3DE IESS)”,该方法在虚拟现实(VR)环境中使用3D超声心动图图像诊断先天性心脏病。这项研究的目的是分析VE在评估儿童先天性心脏病方面的可行性及其与2DE相比的准确性。三名经验丰富的儿科心脏病专家对患者的诊断不知情,分别审查了40个二维超声心动图(2DE)数据集和40个相应的VE数据集,并根据五点量表来判断是否存在异常的心脏内解剖结构(1 =绝对不存在; 2 =可能不存在; 3 =无法确定; 4 =可能存在; 5 =确实存在)。与临床诊断相比,VE对ASD的诊断准确性为98.7%,VSD为92.4%,TOF为92.6%和DORV为94%。除ASD和VSD外,TOF和DORV的VE诊断准确性显着高于2DE。 VE的接收器工作特性(ROC)曲线比2DE的ROC曲线更接近最佳性能点。 ROC曲线下的面积对于VE为0.96,对于2DE为0.93。 VE和2DE的Kappa值(0.73-0.79范围)表明基本一致。 3D超声心动图VE可以增进我们对心内结构的了解,并有助于评估先天性心脏病。

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