From the Division of Diagnostic Radiology, Shizuoka Cancer Center, Shizuoka.
J Comput Assist Tomogr. 2024;48(1):110-115. doi: 10.1097/RCT.0000000000001516. Epub 2023 Aug 8.
This study aimed to propose a patient positioning assistive technique using computed tomography (CT) scout images. A total of 210 patients who underwent CT scans in a single center, including on the upper abdomen, were divided into a study set of 127 patients for regression and 83 patients for verification. Linear regression analysis was performed to determine the R2 coefficient and the linear equation related to the mean pixel value of the scout image and ideal table height (TH ideal ). The average pixel values of the scout image were substituted into the regression equation to estimate the TH ideal . To verify the accuracy of this method, the distance between the estimated table height (TH est ) and TH ideal was measured. The medians of age (in years), gender (male/female), height (in centimeters), and body weight (in kilograms) for the regression and verification groups were 68 versus 70, 85/42 versus 55/28, 163.8 versus 163.0, and 59.9 versus 61.9, respectively. Linear regression analysis indicated a high coefficient of determination ( R2 = 0.91) between the mean pixel value of the scout image and TH ideal . The correlation coefficient between TH ideal and TH est was 0.95 (95% confidence interval, 0.92-0.97; P < 0.0001), systematic bias was 0.2 mm, and the limits of agreement were -5.4 to 5.9 ( P = 0.78). The offset of the table height with TH est was 2.8 ± 2.1 mm. The proposed estimation method using scout images could improve the automatic optimization of table height in CT, and it can be used as a general-purpose automatic positioning technique.
本研究旨在提出一种使用计算机断层扫描 (CT) 扫描图像的患者定位辅助技术。总共对在单一中心接受 CT 扫描的 210 名患者进行了研究,包括上腹部,其中 127 名患者用于回归,83 名患者用于验证。进行线性回归分析,以确定回归图像的平均像素值与理想台面高度(THideal)之间的 R2 系数和线性方程。将扫描图像的平均像素值代入回归方程,以估计 THideal。为了验证该方法的准确性,测量了估计台面高度(THest)与 THideal之间的距离。回归组和验证组的年龄(岁)、性别(男/女)、身高(厘米)和体重(千克)中位数分别为 68 岁与 70 岁、85/42 与 55/28、163.8 厘米与 163.0 厘米、59.9 千克与 61.9 千克。线性回归分析表明,扫描图像的平均像素值与 THideal 之间具有很高的决定系数(R2=0.91)。THideal 与 THest 之间的相关系数为 0.95(95%置信区间,0.92-0.97;P<0.0001),系统偏差为 0.2 毫米,协议范围为-5.4 至 5.9(P=0.78)。THest 与台面高度的偏移量为 2.8±2.1 毫米。使用扫描图像的估算方法可以改善 CT 中台面高度的自动优化,并且可以作为通用的自动定位技术。