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光学相干断层扫描图像中动态对比增强的尿路上皮分割。

Segmentation of the urothelium in optical coherence tomography images with dynamic contrast.

机构信息

Miami University, Department of Chemical, Paper, and Biomedical Engineering, Oxford, Ohio, United States.

Urology Section Louis Stokes Cleveland Veterans Affairs Medical Center. Cleveland, Ohio, United States.

出版信息

J Biomed Opt. 2021 Aug;26(8). doi: 10.1117/1.JBO.26.8.086002.

Abstract

SIGNIFICANCE

Speckle variation induced by intracellular motion (IM) in the urothelium was observed in optical coherence tomography (OCT) images. IM can be used as a dynamic contrast to segment the urothelium by comparing two sequential OCT images. This method opens the possibility of specifically tracking the distribution of urothelial cancerous cells for identifying the microinvasion of bladder tumors.

APPROACH

OCT images were acquired ex vivo with fresh porcine bladder tissue. IM was analyzed by tracking speckle variation using autocorrelation function, then quantified with constrained regularization method for inverting data (CONTIN method) to identify the decorrelation time (DT) of the speckle variations. Variance analysis was also conducted to show IM amplitude and distribution in the urothelium. The segmentation of the urothelium was demonstrated with OCT images with a visible urothelial layer and OCT images with an invisible urothelial layer.

RESULTS

Significant speckle variation induced by IM was observed in the urothelium. However, the distribution of the IM is heterogeneous. The DTs are mostly concentrated between 1 and 30 ms. With the IM as a dynamic contrast, the urothelium can be accurately and exclusively segmented, even the urothelial layer is invisible in normal OCT images.

CONCLUSIONS

IM can be used as a dynamic contrast to exclusively track urothelial cell distribution. This contrast may provide a new mechanism for OCT to image the invasion depth and pattern of urothelial cancerous cells for accurately substaging of bladder cancer.

摘要

意义

在光学相干断层扫描 (OCT) 图像中观察到了尿路上皮内的细胞内运动 (IM) 引起的散斑变化。可以通过比较两个连续的 OCT 图像来使用 IM 作为动态对比来分割尿路上皮。这种方法为专门跟踪尿路上皮癌细胞的分布以识别膀胱癌的微浸润开辟了可能性。

方法

使用新鲜的猪膀胱组织离体采集 OCT 图像。通过使用自相关函数跟踪散斑变化来分析 IM,并使用约束正则化方法(CONTIN 方法)进行量化以识别散斑变化的去相关时间 (DT)。还进行了方差分析以显示尿路上皮中的 IM 幅度和分布。通过具有可见尿路上皮层的 OCT 图像和具有不可见尿路上皮层的 OCT 图像演示了尿路上皮的分割。

结果

在尿路上皮中观察到由 IM 引起的明显散斑变化。然而,IM 的分布是不均匀的。DT 主要集中在 1 到 30 毫秒之间。使用 IM 作为动态对比,可以准确且专门地分割尿路上皮,即使在正常的 OCT 图像中尿路上皮层不可见。

结论

IM 可用作动态对比来专门跟踪尿路上皮细胞的分布。这种对比可能为 OCT 提供一种新的机制,用于成像尿路上皮癌细胞的浸润深度和模式,从而准确地对膀胱癌进行分期。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/abb8/8363479/dbf5bf8dbc17/JBO-026-086002-g001.jpg

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