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比较兔VX2 肝肿瘤模型锥形束 CT 和多排 CT 半自动容积测量肿瘤分割与组织学结果。

Comparison of semi-automatic volumetric VX2 hepatic tumor segmentation from cone beam CT and multi-detector CT with histology in rabbit models.

机构信息

Russell H. Morgan Department of Radiology and Radiological Science, Division of Vascular and Interventional Radiology, Johns Hopkins Hospital, Baltimore, MD 21287, USA.

出版信息

Acad Radiol. 2013 Jan;20(1):115-21. doi: 10.1016/j.acra.2012.07.011. Epub 2012 Sep 2.

Abstract

RATIONALE AND OBJECTIVES

The purpose of this study was to compare tumor volume in a VX2 rabbit model as calculated using semiautomatic tumor segmentation from C-arm cone-beam computed tomography (CBCT) and multidetector computed tomography (MDCT) to the actual tumor volume.

MATERIALS AND METHODS

Twenty VX2 tumors in 20 adult male New Zealand rabbits (one tumor per rabbit) were imaged with CBCT (using an intra-arterial contrast medium injection) and MDCT (using an intravenous contrast injection). All tumor volumes were measured using semiautomatic three-dimensional volumetric segmentation software. The software uses a region-growing method using non-Euclidean radial basis functions. After imaging, the tumors were excised for pathologic volume measurement. The imaging-based tumor volume measurements were compared to the pathologic volumes using linear regression, with Pearson's test, and correlated using Bland-Altman analysis.

RESULTS

Average tumor volumes were 3.5 ± 1.6 cm(3) (range, 1.4-7.2 cm(3)) on pathology, 3.8 ± 1.6 cm(3) (range, 1.3-7.3 cm(3)) on CBCT, and 3.9 ± 1.6 (range, 1.8-7.5 cm(3)) on MDCT (P < .001). A strong correlation between volumes on pathology and CBCT and also with MDCT was observed (Pearson's correlation coefficient = 0.993 and 0.996, P < .001, for CBCT and MDCT, respectively). Bland-Altman analysis showed that MDCT tended to overestimate tumor volume, and there was stronger agreement for tumor volume between CBCT and pathology than with MDCT, possibly because of the intra-arterial contrast injection.

CONCLUSIONS

Tumor volume as measured using semiautomatic tumor segmentation software showed a strong correlation with the "real volume" measured on pathology. The segmentation software on CBCT and MDCT can be a useful tool for volumetric hepatic tumor assessment.

摘要

背景和目的

本研究旨在比较 C 臂锥形束 CT(CBCT)和多排 CT(MDCT)半自动肿瘤分割计算的兔VX2 肿瘤模型中的肿瘤体积与实际肿瘤体积。

材料和方法

对 20 只成年雄性新西兰兔(每只兔一个肿瘤)的 20 个 VX2 肿瘤进行 CBCT(使用动脉内对比剂注射)和 MDCT(使用静脉内对比剂注射)成像。使用半自动三维容积分割软件测量所有肿瘤体积。该软件使用基于非欧几里得径向基函数的区域生长方法。成像后,切除肿瘤进行病理体积测量。使用线性回归、Pearson 检验和 Bland-Altman 分析比较基于成像的肿瘤体积测量值与病理体积值。

结果

病理上平均肿瘤体积为 3.5 ± 1.6 cm³(范围,1.4-7.2 cm³),CBCT 上为 3.8 ± 1.6 cm³(范围,1.3-7.3 cm³),MDCT 上为 3.9 ± 1.6(范围,1.8-7.5 cm³)(P <.001)。在病理上和 CBCT 以及 MDCT 上观察到体积之间存在很强的相关性(Pearson 相关系数分别为 0.993 和 0.996,P <.001)。Bland-Altman 分析表明,MDCT 倾向于高估肿瘤体积,CBCT 与病理之间的肿瘤体积一致性更强,而与 MDCT 之间的一致性稍差,这可能是由于动脉内对比剂注射所致。

结论

使用半自动肿瘤分割软件测量的肿瘤体积与病理上测量的“实际体积”具有很强的相关性。CBCT 和 MDCT 上的分割软件可以成为肝肿瘤体积评估的有用工具。

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