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Effectiveness of temporal and dynamic subtraction images of the liver for detection of small HCC on abdominal CT images: Comparison of 3D nonlinear image-warping and 3D global-matching techniques

机译:肝脏的时间和动态减影图像在腹部CT图像上检测小HCC的有效性:3D非线性图像变形和3D全局匹配技术的比较

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摘要

Misregistration errors occur at the periphery of the hepatic region due to respiratory- and interval-related changes in hepatic shape. To reduce these misregistration errors, we developed a temporal and dynamic subtraction technique to enhance small hepatocellular carcinoma (HCC) by using a 3D nonlinear image-warping technique. The study population consisted of 21 patients with HCC. We registered the present and previous arterial-phase CT images or the present nonenhanced and arterial-phase CT images obtained in the same position by 3D global-matching plus 3D nonlinear image-warping. Temporal subtraction images were obtained by subtraction of the previous arterial-phase CT image from the warped present arterial-phase CT image. Dynamic subtraction images were obtained by subtraction of the present nonenhanced CT image from the warped present arterial-phase CT image. When we used this new technique, the number of good or excellent cases increased from 14.2% (3/21 cases) to 71.4% (15/21 cases) on temporal subtraction images. With this technique, subjective rating scores for image quality improved in 57.1% of cases (12/21 cases) on temporal subtraction images and 81.0% of cases (17/21 cases) on dynamic subtraction images. The results indicated that the new subtraction images were greatly improved by use of the 3D nonlinear image-warping technique.
机译:由于肝脏形状与呼吸和间隔相关的变化,在肝脏区域的外围出现了套准错误。为了减少这些套准错误,我们开发了一种时间和动态减法技术,通过使用3D非线性图像变形技术来增强小肝细胞癌(HCC)。研究人群包括21例HCC患者。我们记录了当前和以前的动脉相CT图像,或者通过3D全局匹配加上3D非线性图像扭曲在同一位置获得的当前未增强和动脉相CT图像。通过从扭曲的当前动脉相CT图像中减去先前的动脉相CT图像,可以得到时间相减图像。通过从扭曲的当前动脉相位CT图像中减去当前未增强的CT图像,可以得到动态减去图像。当我们使用这项新技术时,在时间减影图像上,优秀或优秀病例的数量从14.2%(3/21例)增加到71.4%(15/21例)。使用此技术,在时间减影图像上,图像质量的主观评分得分提高了57.1%(12/21例),而在动态减影图像上,图像质量的主观评分得分提高了81.0%(17/21例)。结果表明,通过使用3D非线性图像变形技术,可以大大改善新的减影图像。

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