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基于Z分数的脑CT图像上侧脑室颞角容积的半定量分析。

Z-score-based semi-quantitative analysis of the volume of the temporal horn of the lateral ventricle on brain CT images.

作者信息

Takahashi Noriyuki, Kinoshita Toshibumi, Ohmura Tomomi, Lee Yongbum, Matsuyama Eri, Toyoshima Hideto, Tsai Du-Yih

机构信息

Department of Radiology and Nuclear Medicine, Research Institute for Brain and Blood Vessels-Akita, 6-10, Sensyukubota-machi,, Akita, Akita, 010-0874, Japan.

Department of Radiological Technology, School of Health Sciences, Niigata University, 2-746, Asahimachi-dori, Chuou-ku, Niigata, Niigata, 951-8518, Japan.

出版信息

Radiol Phys Technol. 2016 Jan;9(1):69-76. doi: 10.1007/s12194-015-0335-0. Epub 2015 Sep 24.

Abstract

The volume of the temporal horn of the lateral ventricle (THLV) on brain computed tomography (CT) images is important for neurologic diagnosis. Our purpose in this study was to develop a z-score-based semi-quantitative analysis for estimation of the THLV volume by using voxel-based morphometry. The THLV volume was estimated by use of a z-score mapping method that consisted of four main steps: anatomic standardization, construction of a normal reference database, calculation of the z score, and calculation of the mean z score in a volume of interest (VOI). A mean z score of the CT value obtained from a VOI around the THLV was used as an index for the THLV volume. CT scans from 50 subjects were evaluated. For evaluation of the accuracy of this method for estimating the THLV volume, the THLV volume was determined manually by neuroradiologists (serving as the reference volume). A mean z score was calculated from the VOI for each THLV of the 50 subjects by use of the proposed method. The accuracy of this method was evaluated by use of the relationship between the mean z score and the reference volume. The quadratic polynomial regression equation demonstrated a statistically significant correlation between the mean z score and the reference volume of the THLV (R (2) = 0.94; P < 0.0001). In 92 of 100 THLVs (92 %), the 95 % prediction interval of the regional mean z score captured the reference volume of the THLV. The z-score-based semi-quantitative analysis has the potential quantitatively to estimate the THLV volume on CT images.

摘要

脑计算机断层扫描(CT)图像上侧脑室颞角(THLV)的容积对神经学诊断很重要。本研究的目的是开发一种基于z分数的半定量分析方法,通过体素形态测量法来估计THLV的容积。THLV容积通过一种z分数映射方法进行估计,该方法包括四个主要步骤:解剖标准化、构建正常参考数据库、计算z分数以及计算感兴趣容积(VOI)中的平均z分数。从THLV周围的VOI获得的CT值的平均z分数用作THLV容积的指标。对50名受试者的CT扫描进行了评估。为了评估该方法估计THLV容积的准确性,神经放射科医生手动确定THLV容积(作为参考容积)。使用所提出的方法从50名受试者的每个THLV的VOI中计算平均z分数。通过使用平均z分数与参考容积之间的关系来评估该方法的准确性。二次多项式回归方程表明THLV的平均z分数与参考容积之间存在统计学上显著的相关性(R² = 0.94;P < 0.0001)。在100个THLV中的92个(92%)中,区域平均z分数的95%预测区间包含了THLV的参考容积。基于z分数的半定量分析有可能在CT图像上定量估计THLV的容积。

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