Estimation of Medium Depolarization Index with Noise Immunity in Catheter-Based PS-OCT toward Vascular Plaques Detection

Qingrui Li, Zhenyang Ding*, Yongle Li*, Kun Liu, Rongyang Zhu, Junfeng Jiang and Tiegen Liu, 
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Abstract

Medium depolarization imaging by catheter-based polarization-sensitive optical coherence tomography (PS-OCT) can provide valuable insight into significant features of lipid, macrophages, and cholesterol crystals in atherosclerotic vulnerable plaques. In this paper, we demonstrate a method to achieve an accurate estimation of the medium depolarization index (EMDI) with noise immunity in catheter-based PS-OCT. EMDI is calculated by an iterative approximation based on Lu–Chipman matrix decomposition and Frobenius norm judgment of incoherent averaging of Mueller matrices. Monte Carlo simulation results verify that the medium depolarization measurement by EMDI is 3.3 times more accurate compared with those of the depolarization index (DI) and degree of polarization uniformity (DOPU). In experiments, we design a microsphere suspension with various concentrations and measure EMDI under different additive noise. Consistently, the measurement accuracy by EMDI is increased 2.85 times compared to those by DI and DOPU. For vascular plaques detection, we use protein and cholesterol gel as plaque phantoms. Based on PS-OCT images of plaque phantom in vitro and in ex vivo porcine coronary artery, the recognition rate of plaque by EMDI is 2.99 to 4.65 times higher than those by DI and DOPU evaluated by spatial response of the Laplacian operator (SRLO).

Abstract Image

基于导管的 PS-OCT 中具有噪声抗扰性的介质去极化指数估算,用于血管斑块检测
通过导管式偏振敏感光学相干断层扫描(PS-OCT)进行介质去极化成像,可以深入了解动脉粥样硬化脆弱斑块中的脂质、巨噬细胞和胆固醇晶体的重要特征。在本文中,我们展示了一种在导管式 PS-OCT 中实现介质去极化指数(EMDI)精确估算和抗噪的方法。EMDI 是通过基于 Lu-Chipman 矩阵分解和 Mueller 矩阵非相干平均的 Frobenius 准则判断的迭代近似计算得出的。蒙特卡洛模拟结果证实,与去极化指数(DI)和极化均匀度(DOPU)相比,EMDI 测量介质去极化的准确性提高了 3.3 倍。在实验中,我们设计了不同浓度的微球悬浮液,并在不同的添加噪声下测量 EMDI。与 DI 和 DOPU 相比,EMDI 的测量精度提高了 2.85 倍。在血管斑块检测方面,我们使用蛋白质和胆固醇凝胶作为斑块模型。根据体外和体外猪冠状动脉斑块模型的 PS-OCT 图像,通过拉普拉斯算子的空间响应(SRLO)评估,EMDI 对斑块的识别率是 DI 和 DOPU 的 2.99 到 4.65 倍。
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来源期刊
Chemical & Biomedical Imaging
Chemical & Biomedical Imaging 化学与生物成像-
CiteScore
1.00
自引率
0.00%
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0
期刊介绍: Chemical & Biomedical Imaging is a peer-reviewed open access journal devoted to the publication of cutting-edge research papers on all aspects of chemical and biomedical imaging. This interdisciplinary field sits at the intersection of chemistry physics biology materials engineering and medicine. The journal aims to bring together researchers from across these disciplines to address cutting-edge challenges of fundamental research and applications.Topics of particular interest include but are not limited to:Imaging of processes and reactionsImaging of nanoscale microscale and mesoscale materialsImaging of biological interactions and interfacesSingle-molecule and cellular imagingWhole-organ and whole-body imagingMolecular imaging probes and contrast agentsBioluminescence chemiluminescence and electrochemiluminescence imagingNanophotonics and imagingChemical tools for new imaging modalitiesChemical and imaging techniques in diagnosis and therapyImaging-guided drug deliveryAI and machine learning assisted imaging
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