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比较手动和半自动技术在人体 MRI 中分析胃容量的效果。

Comparison of manual and semiautomated techniques for analyzing gastric volumes with MRI in humans.

机构信息

Division of Gastroenterology and Hepatology, Clinical Enteric Neuroscience Translational and Epidemiological Research Program, College of Medicine, Mayo Clinic, Rochester, Minnesota;

Biomedical Imaging Resource, College of Medicine, Mayo Clinic, Rochester, Minnesota;

出版信息

Am J Physiol Gastrointest Liver Physiol. 2014 Sep 1;307(5):G582-7. doi: 10.1152/ajpgi.00048.2014. Epub 2014 Jul 10.

Abstract

Gastric emptying, accommodation, and motility can be quantified with magnetic resonance imaging (MRI). The first step in image analysis entails segmenting the stomach from surrounding structures, usually by a time-consuming manual process. We have developed a semiautomated process to segment and measure gastric volumes with MRI. Gastric images were acquired with a three-dimensional gradient echo MRI sequence at 5, 10, 20, and 30 min after ingestion of a liquid nutrient (Ensure, 296 ml) labeled with gadolinium in 20 healthy volunteers and 29 patients with dyspeptic symptoms. The agreement between gastric volumes measured by manual segmentation and our new semiautomated algorithm was assessed with Lin's concordance correlation coefficient (CCC) and the Bland Altman test. At 5 min after a meal, food volumes measured by manual (352 ± 4 ml) and semiautomated (346 ± 4 ml) techniques were correlated {CCC[95% confidence interval (CI)] 0.70 (0.52, 0.81)}; air volumes measured by manual (88 ± 6 ml) and semiautomated (84 ± 6 ml) techniques were also correlated [CCC (95% CI) 0.89 (0.82, 0.94)]. Findings were similar at subsequent time points. The Bland Altman test was not significant. The time required for semiautomated segmentation ranged from an average of 204 s for the 5-min images to 233 s for the 20-min images. These times were appreciably smaller than the typical times of many tens of minutes, even hours, required for manual segmentation. To conclude, a semiautomated process can measure gastric food and air volume using MRI with comparable accuracy and far better efficiency than a manual process.

摘要

胃排空、容纳和动力可以通过磁共振成像 (MRI) 进行定量。图像分析的第一步是将胃与周围结构分开,通常需要通过耗时的手动过程。我们已经开发了一种半自动方法来分割和测量 MRI 中的胃容量。在 20 名健康志愿者和 29 名消化不良症状患者中,在摄入标记有钆的液体营养物(Ensure,296 ml)后 5、10、20 和 30 分钟,使用三维梯度回波 MRI 序列采集胃图像。通过手动分割和我们的新半自动算法测量的胃容量之间的一致性通过林氏一致性相关系数 (CCC) 和 Bland Altman 检验进行评估。在进食后 5 分钟,手动(352 ± 4 ml)和半自动(346 ± 4 ml)技术测量的食物量呈相关关系 {CCC[95%置信区间 (CI)] 0.70 (0.52, 0.81)}; 手动(88 ± 6 ml)和半自动(84 ± 6 ml)技术测量的空气量也呈相关关系 [CCC (95% CI) 0.89 (0.82, 0.94)]。随后的时间点结果相似。Bland Altman 检验不显著。半自动分割所需的时间平均为 5 分钟图像的 204 秒,20 分钟图像的 233 秒。这些时间明显短于手动分割所需的数十分钟甚至数小时的典型时间。总之,半自动过程可以使用 MRI 以与手动过程相当的准确性和更高的效率测量胃内食物和空气量。

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