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Analysis of light incident location and detector position in early diagnosis of knee osteoarthritis by Monte Carlo simulation

机译:蒙特卡罗模拟分析光入射位置和探测器位置在膝部骨关节炎的早期诊断中的应用

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摘要

Early detection of knee osteoarthritis (KOA) is meaningful to delay or prevent the onset of osteoarthritis. In consideration of structural complexity of knee joint, position of light incidence and detector appears to be extremely important in optical inspection. In this paper, the propagation of 780-nm near infrared photons in three-dimensional knee joint model is simulated by Monte Carlo (MC) method. Six light incident locations are chosen in total to analyze the influence of incident and detecting location on the number of detected signal photons and signal to noise ratio (SNR). Firstly, a three-dimensional photon propagation model of knee joint is reconstructed based on CT images. Then, MC simulation is performed to study the propagation of photons in three-dimensional knee joint model. Photons which finally migrate out of knee joint surface are numerically analyzed. By analyzing the number of signal photons and SNR from the six given incident locations, the optimal incident and detecting location is defined. Finally, a series of phantom experiments are conducted to verify the simulation results. According to the simulation and phantom experiments results, the best incident location is near the right side of meniscus at the rear end of left knee joint and the detector is supposed to be set near patella, correspondingly.
机译:早期发现膝盖骨关节炎(KOA)对于延迟或预防骨关节炎的发作很有意义。考虑到膝关节的结构复杂性,光入射和检测器的位置在光学检查中显得极为重要。本文利用蒙特卡洛(MC)方法模拟了780nm近红外光子在三维膝关节模型中的传播。总共选择了六个光入射位置,以分析入射和检测位置对检测到的信号光子数和信噪比(SNR)的影响。首先,基于CT图像重建膝关节三维光子传播模型。然后,进行了MC仿真,以研究三维膝关节模型中光子的传播。数值分析最终迁移出膝关节表面的光子。通过分析来自六个给定入射位置的信号光子数和SNR,定义了最佳入射和检测位置。最后,进行了一系列的幻像实验以验证仿真结果。根据仿真和幻像实验结果,最佳入射位置在左膝关节后端弯液面的右侧,并且探测器应相应地设置在骨附近。

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