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磁共振膀胱镜检查中膀胱壁厚度的定量分析

Quantitative Analysis of Bladder Wall Thickness for Magnetic Resonance Cystoscopy.

作者信息

Zhang Xi, Liu Yang, Yang Zengyue, Tian Qiang, Zhang Guopeng, Xiao Dan, Cui Guangbin, Lu Hongbing

出版信息

IEEE Trans Biomed Eng. 2015 Oct;62(10):2402-9. doi: 10.1109/TBME.2015.2429612. Epub 2015 May 5.

Abstract

OBJECTIVE

To find an effective way for quantitative evaluation on wall thickness variation of human bladder with/without bladder tumor, a novel pipeline of thickness measurement and analysis for magnetic resonance (MR) cystography is proposed.

METHODS

After the acquisition of volumetric bladder images with a high-resolution T2-weighted 3-D sequence, the inner and outer borders of the bladder wall were segmented simultaneously by a coupled directional level-set method. Then, the bladder wall thickness (BWT) was estimated using the Laplacian method. To reducing the influence of individual variation and urine filling on wall thickness, a thickness normalization using Z-score is performed. Finally, a parametric surface mapping strategy was applied to map thickness distribution onto a unified sphere surface, for quantitative intra- and intersubject comparison between bladders of different shapes.

RESULTS

The proposed pipeline was tested with a database composed of MR bladder images acquired from 20 volunteers and 20 patients with bladder cancer. The results indicate that the thickness normalization step using Z-score makes the quantitative comparison of wall thickness quite possible and there is a significant difference on BWT between patients and volunteers. Using the proposed pipeline, we established a thickness template for a normal bladder wall based on dataset of all volunteers.

CONCLUSION

As a first attempt to establish a general pipeline for bladder wall analysis, the presented work provides an effective way to achieve the goal of evaluating the entire bladder wall for detection and diagnosis of abnormality. In addition, it can be easily extended to quantitative analyses of other bladder features, such as, intensity-based or texture features.

摘要

目的

为找到一种对有/无膀胱肿瘤的人体膀胱壁厚度变化进行定量评估的有效方法,提出了一种用于磁共振(MR)膀胱造影的厚度测量与分析新流程。

方法

使用高分辨率T2加权三维序列采集膀胱容积图像后,采用耦合方向水平集方法同时分割膀胱壁的内边界和外边界。然后,使用拉普拉斯方法估计膀胱壁厚度(BWT)。为减少个体差异和尿液充盈对壁厚度的影响,采用Z分数进行厚度归一化。最后,应用参数化表面映射策略将厚度分布映射到统一的球面上,以便对不同形状膀胱进行定量的受试者内和受试者间比较。

结果

所提出的流程在一个由20名志愿者和20名膀胱癌患者的MR膀胱图像组成的数据库上进行了测试。结果表明,使用Z分数的厚度归一化步骤使壁厚度的定量比较成为可能,并且患者和志愿者之间的BWT存在显著差异。利用所提出的流程,我们基于所有志愿者的数据集建立了正常膀胱壁的厚度模板。

结论

作为建立膀胱壁分析通用流程的首次尝试,本研究提供了一种有效的方法来实现评估整个膀胱壁以检测和诊断异常的目标。此外,它可以很容易地扩展到对其他膀胱特征的定量分析,如基于强度或纹理的特征。

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