蒙特卡罗模型(MCML)的光传播在皮肤层检测脂肪厚度

Chonnipa Nilubol, Kiatnida Treerattrakoon, W. Mohammed
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引用次数: 3

摘要

如今,大多数活动需要较少的体力活动,这可能最终导致过多的身体脂肪的积累。身体脂肪的主要作用是储存能量,并充当身体的各种绝缘体。可以测量脂肪层的厚度来表示脂肪-体重比。超过身体质量指数(BMI)可能导致许多与肥胖有关的疾病。因此,许多研究提出了各种测量体内脂肪量的原则和技术。本文利用蒙特卡罗模型(MCML)研究了皮肤层中的红外相互作用,探讨了脂肪厚度对光子在皮肤组织中传播模式的影响。对光子在简化的多层组织中的传播进行了数值模拟。每个蒙皮层的光学系数是由随机运动的光子的不同传播路径决定的。观察到脂肪层厚度的变化和光学参数的变化。然后对统计得到的数据进行了计算和分析,分析了不同波长下脂肪层对反射率的影响。计算表明,与可见光相比,使用红外线时,反射百分比随厚度变化的斜率增加。该技术可用于构建一种移动设备,该设备能够测量表皮层和真皮层中黑色素和血液的体积分数,以计算测量脂肪厚度所需的必要光学系数。
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Monte Carlo modeling (MCML) of light propagation in skin layers for detection of fat thickness
Nowadays, most activities require lesser physical actions, which could ultimately lead to accumulation of excessive body fat. The main roles of body fat are to store energy and acts as various kinds of insulators for the body. The thickness of fat layers can be measured to indicate fat-body weight ratio. Exceeding the body-mass index (BMI) could lead to many illnesses regarding obesity. Consequently, many studies have proposed various principles and techniques to measure the amount of fat within one's body. In this paper, infrared interactance in skin layers is studied for investigation of the influence of fat thickness upon photon travelling pattern in skin tissues using Monte Carlo model (MCML). Photon propagation is numerically simulated in simplified multi-layered tissues. The optical coefficients of each skin layers are accounted for different traveling paths of photons that move through random motion. The thickness of fat layer is varied, and changing in optical parameters is observed. Then the statistically obtained data are computed and analyzed for the effect of the fat layer upon reflection percentage using different wavelengths. The calculations have shown increment in the slope of change of reflection percentage versus fat thickness, when using infrared compare to visible light. This technique can be used to construct a mobile device that is capable of measuring the volume fraction of melanin and blood in the epidermis layer and dermis layer, to calculate for the necessary optical coefficients that would be necessary for measurement of fat thickness.
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