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利用逆信噪比 - 幅度去相关特征和电热微机电系统光栅扫描的内镜光学相干断层扫描血管造影术。

Endoscopic optical coherence tomography angiography using inverse SNR-amplitude decorrelation features and electrothermal micro-electro-mechanical system raster scan.

作者信息

Yao Lin, Li Huakun, Liu Kaiyuan, Zhang Ziyi, Li Peng

机构信息

State Key Laboratory of Modern Optical Instrumentation, College of Optical Science and Engineering, Zhejiang University, Hangzhou, China.

Jiaxing Key Laboratory of Photonic Sensing & Intelligent Imaging, Jiaxing, China.

出版信息

Quant Imaging Med Surg. 2022 Jun;12(6):3078-3091. doi: 10.21037/qims-21-1056.

Abstract

BACKGROUND

Angiogenesis is closely associated with tumor development and progression. Endoscopic optical coherence tomography angiography (OCTA) enables rapid inspection of mucosal 3D vasculature of inner organs in the early-stage tumor diagnosis; however, it is limited by instabilities of the optical signal and beam scanning.

METHODS

In the phase-unstable swept source OCTA (SS-OCTA), amplitude decorrelation was used to compute the motion-induced changes as motion contrast. The influence of the random noise-induced amplitude fluctuations on decorrelation was characterized as a function of inverse signal-to-noise ratio (SNR) with a multi-variate time series (MVTS) model and statistical analysis. Then, the noise-induced decorrelation artifacts in static tissue regions were eliminated by applying a flow mask based on the statistical relation between inverse SNR (iSNR) and amplitude decorrelation (IDa), which was named IDa-OCTA. In addition, a distal stepwise raster scan was realized with a low-voltage electrothermal micro-electro-mechanical system (ET-MEMS)-based catheter for endoscopic imaging, whereby the stable and repeatable B-scans at each step suppressed the decorrelation noise induced by the spatial mismatch between paired scans.

RESULTS

The derived IDa relation was validated through numerical simulation and flow phantom experiments. human buccal mucosa imaging was performed to demonstrate the endoscopic IDa-OCTA imaging. In this, the subsurface structure and vasculature were visualized in a rapid and depth-resolved manner.

CONCLUSIONS

The rapid 3D vasculature visualization realized by the endoscopic IDa-OCTA improves the diagnosis of early tumors in internal organs.

摘要

背景

血管生成与肿瘤的发生和发展密切相关。内镜光学相干断层扫描血管造影术(OCTA)能够在肿瘤早期诊断中快速检查内部器官的黏膜三维血管系统;然而,它受到光信号和光束扫描不稳定性的限制。

方法

在相位不稳定扫频源OCTA(SS-OCTA)中,利用幅度去相关来计算运动引起的变化作为运动对比度。采用多变量时间序列(MVTS)模型和统计分析,将随机噪声引起的幅度波动对去相关的影响表征为信噪比(SNR)倒数的函数。然后,基于信噪比倒数(iSNR)与幅度去相关(IDa)之间的统计关系,应用流动掩膜消除静态组织区域中噪声引起的去相关伪影,这一方法被称为IDa-OCTA。此外,使用基于低压电热微机电系统(ET-MEMS)的导管实现了远端逐步光栅扫描用于内镜成像,从而在每个步骤中稳定且可重复的B扫描抑制了配对扫描之间空间不匹配引起的去相关噪声。

结果

通过数值模拟和流动仿体实验验证了所推导的IDa关系。进行了人体颊黏膜成像以展示内镜IDa-OCTA成像。在此过程中,以快速且深度分辨的方式可视化了表面下结构和血管系统。

结论

内镜IDa-OCTA实现的快速三维血管可视化改善了内部器官早期肿瘤的诊断。

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