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Concurrent Reflectance Confocal Microscopy and Laser Doppler Flowmetry to Improve Skin Cancer Imaging: A Monte Carlo Model and Experimental Validation

机译:并发反射共聚焦显微镜和激光多普勒血流仪以改善皮肤癌成像:蒙特卡洛模型和实验验证

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摘要

Optical interrogation of suspicious skin lesions is standard care in the management of skin cancer worldwide. Morphological and functional markers of malignancy are often combined to improve expert human diagnostic power. We propose the evaluation of the combination of two independent optical biomarkers of skin tumours concurrently. The morphological modality of reflectance confocal microscopy (RCM) is combined with the functional modality of laser Doppler flowmetry, which is capable of quantifying tissue perfusion. To realize the idea, we propose laser feedback interferometry as an implementation of RCM, which is able to detect the Doppler signal in addition to the confocal reflectance signal. Based on the proposed technique, we study numerical models of skin tissue incorporating two optical biomarkers of malignancy: (i) abnormal red blood cell velocities and concentrations and (ii) anomalous optical properties manifested through tissue confocal reflectance, using Monte Carlo simulation. We also conduct a laboratory experiment on a microfluidic channel containing a dynamic turbid medium, to validate the efficacy of the technique. We quantify the performance of the technique by examining a signal to background ratio (SBR) in both the numerical and experimental models, and it is shown that both simulated and experimental SBRs improve consistently using this technique. This work indicates the feasibility of an optical instrument, which may have a role in enhanced imaging of skin malignancies.
机译:在全球范围内,对可疑皮肤病变进行光学检查是标准的护理方法。恶性肿瘤的形态学和功能标志物通常会结合使用,以提高专家对人类的诊断能力。我们建议同时评估皮肤肿瘤的两个独立的光学生物标记物的组合。反射共聚焦显微镜(RCM)的形态形态与激光多普勒血流仪的功能形态相结合,能够量化组织灌注。为了实现该想法,我们提出了激光反馈干涉测量法作为RCM的一种实现,它除了能够检测共聚焦反射率信号外,还能够检测多普勒信号。基于提出的技术,我们使用蒙特卡罗模拟研究结合了两个光学生物标记物的恶性皮肤生物组织的数值模型:(i)红细胞速度和浓度异常,以及(ii)通过组织共焦反射表现出的异常光学性质。我们还对包含动态混浊介质的微流体通道进行了实验室实验,以验证该技术的有效性。我们通过在数值模型和实验模型中检查信噪比(SBR)来量化该技术的性能,结果表明,使用该技术,模拟SBR和实验SBR都能不断提高。这项工作表明了光学仪器的可行性,该光学仪器可能在增强皮肤恶性肿瘤成像中起作用。

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