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Multicenter validation of three-dimensional echocardiographic quantification of the left heart chambers using automated adaptive analytics

机译:使用自动自适应分析对左心室进行三维超声心动图量化的多中心验证

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Although recommended by the current guidelines, 3D echocardiographic (3DE) quantification of the cardiac chambers in clinical practice has been lagging, because of time-consuming analysis. We recently validated an automated algorithm that measures left atrial (LA) and left ventricular (LV) volumes and ejection fraction (EF). This study aimed to determine its accuracy and reproducibility in a multicenter setting. 180 patients underwent 3DE imaging (Philips) at 6 sites. Images were analyzed using automated HeartModel (HM) software with endocardial border correction when necessary, and also by conventional manual tracing. Measurements were performed independently by each site and by the Core Laboratory (CL), whose measurements were used as a reference. Inter-technique comparisons included HM measurements by the sites with and w/o corrections against manual tracing by CL. Intra-technique comparisons included HM measurements by the sites against those by CL (with and w/o corrections, respectively). Inter-technique comparison w/o corrections showed strong correlations, with the automated technique slightly underestimating LV volumes. Corrections were either unnecessary or minimal in most patients, and affected the measurements minimally. Intra-technique comparisons with corrections showed better correlations and smaller biases than the inter-technique comparison. All automated measurements with corrections were more reproducible than manual measurements. Automated volumetric analysis of left-heart chambers is an accurate alternative to conventional methodology, which yields almost the same values across laboratories and is more reproducible. This technique may contribute towards full integration of 3DE quantification into clinical routine.
机译:尽管当前指南建议使用,但由于耗时的分析,临床实践中对心腔的3D超声心动图(3DE)量化一直滞后。我们最近验证了一种自动算法,该算法可测量左心房(LA)和左心室(LV)的体积以及射血分数(EF)。这项研究旨在确定其在多中心环境中的准确性和可重复性。 180位患者在6个部位进行了3DE成像(飞利浦)。使用自动HeartModel(HM)软件(必要时可进行心内膜边界矫正)和常规手动跟踪分析图像。测量是由每个站点和核心实验室(CL)独立进行的,核心实验室(CL)的测量用作参考。技术间的比较包括站点的HM测量,并通过CL对手动跟踪进行了修正和不进行修正。技术内比较包括通过站点进行的HM测量与通过CL进行的HM测量(分别进行w / o校正)。无需校正的技术间比较显示出很强的相关性,而自动化技术稍微低估了左室容积。在大多数患者中,校正是不必要的或最小的,并且对测量的影响最小。技术内的比较和校正显示出比技术间的比较更好的相关性和更小的偏差。所有带有校正的自动测量都比手动测量具有更高的可重复性。左心室的自动体积分析是传统方法的准确替代方法,传统方法可在实验室中获得几乎相同的值,并且可重复性更高。该技术可能有助于将3DE定量完全整合到临床常规中。

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