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Low-cost near-infrared measurement of subcutaneous fat for newborn malnutrition

机译:新生儿营养不良的低成本皮下脂肪近红外测量

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Low fat composition in newborns exposes them to an immediate risk of increased mortality and morbidity, inhibited physical and cognitive development and to diabetes and obesity diseases in later life. Information about nutritional and dietary status of newborns can be accessed by measuring the amount of fat composition in the body. The functions of subcutaneous fat involve energy storage, thermo-insulation and a physical buffer. Current technologies for newborn body fat monitoring are: a device based on air displacement plethesmography (PeaPod), dual-energy X-ray, and underwater weighting. However they are bulky, expensive, immobile, and require technical expertise. We propose an alternative portable measurement system of in-vitro for subcutaneous fat that uses diffuse near-infrared light reflectance measurement system. We also introduce an in-vitro three-layered tissue model mimicking the subcutaneous fat layer in newborns together with a preliminary study to measure fat using dual-wavelength near-infrared light. Based on the output data from these measurements, we have proposed a suitable transmission and scattering model. This model estimated the amount of reflected light collected by a photodetector after incident light is scattered in several fat layers. Our portable sensor is low cost and does not require training hence it is suitable for mass use in the developing world. It consists of a single LED and two photodetectors (900 nm and 1000 nm). The photodetectors wavelengths were chosen to be sensitive to fat as it exhibits a peak in the wavelength at 930 nm and to water at which exhibits a peak at 980 nm; the latter is used, to remove hydration bias. Results on a porcine tissue model demonstrate differentiation as low as 2 mm fat which is a relevant screening thickness to indicate low percentage body fat.
机译:新生儿中的低脂肪成分使他们面临增加死亡率和发病率,抑制身体和认知发育以及在以后的生活中罹患糖尿病和肥胖病的直接风险。有关新生儿营养和饮食状况的信息可以通过测量体内脂肪的含量来获取。皮下脂肪的功能包括能量存储,隔热和物理缓冲。新生儿体内脂肪监测的当前技术包括:一种基于空气体积描记法(PeaPod),双能X射线和水下称重的设备。但是,它们体积大,价格昂贵,不能移动并且需要专业技术知识。我们提出了一种替代的便携式皮下脂肪体外测量系统,该系统使用了漫反射近红外光反射率测量系统。我们还介绍了模仿新生儿皮下脂肪层的体外三层组织模型,以及使用双波长近红外光测量脂肪的初步研究。基于这些测量的输出数据,我们提出了合适的透射和散射模型。该模型估算了入射光被散射到多个脂肪层后,光电探测器收集到的反射光量。我们的便携式传感器价格低廉,不需要培训,因此适合发展中国家的大量使用。它由一个LED和两个光电探测器(900 nm和1000 nm)组成。选择光电探测器的波长以使其对脂肪敏感,因为脂肪在930 nm处显示一个峰值,而对水则在980 nm处显示一个峰值。使用后者,以消除水合偏差。猪组织模型的结果表明分化低至2毫米脂肪,这是相关的筛查厚度,表明体内脂肪百分比较低。

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