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Smartphone-Based Bioelectrical Impedance Analysis Devices for Daily Obesity Management

机译:用于日常肥胖管理的基于智能手机的生物电阻抗分析设备

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Current bioelectric impedance analysis (BIA) systems are often large, cumbersome devices which require strict electrode placement on the user, thus inhibiting mobile capabilities. In this work, we developed a handheld BIA device that measures impedance from multiple frequencies (5 kHz~200 kHz) with four contact electrodes and evaluated the BIA device against standard body composition analysis systems: a dual-energy X-ray absorptiometry (DXA) system (GE Lunar Prodigy, GE Healthcare, Buckinghamshire, UK) and a whole-body BIA system (InBody S10, InBody, Co. Ltd, Seoul, Korea). In the study, 568 healthy participants, varying widely in body mass index, age, and gender, were recruited at two research centers: the Samsung Medical Center (SMC) in South Korea and the Pennington Biomedical Research Center (PBRC) in the United States. From the measured impedance data, we analyzed individual body fat and skeletal muscle mass by applying linear regression analysis against target reference data. Results indicated strong correlations of impedance measurements between the prototype pathways and corresponding InBody S10 electrical pathways (R = 0.93, p 0.0001). Additionally, body fat estimates from DXA did not yield significant differences (p 0.728 (paired t-test), DXA mean body fat 29.45 ± 10.77 kg, estimated body fat 29.52 ± 12.53 kg). Thus, this portable BIA system shows a promising ability to estimate an individual’s body composition that is comparable to large stationary BIA systems.
机译:当前的生物电阻抗分析(BIA)系统通常是大型笨重的设备,需要在用户身上严格放置电极,从而抑制了移动功能。在这项工作中,我们开发了一种手持式BIA设备,该设备可通过四个接触电极测量多个频率(5 kHz〜200 kHz)的阻抗,并针对标准的人体成分分析系统对BIA设备进行了评估:双能X射线吸收法(DXA)系统(GE Lunar Prodigy,英国白金汉郡GE Healthcare)和全身BIA系统(InBody S10,InBody,Co.Ltd,韩国首尔)。在这项研究中,在两个研究中心招募了568名健康参与者,他们的体重指数,年龄和性别差异很大,这两个研究中心分别是韩国的三星医学中心(SMC)和美国的彭宁顿生物医学研究中心(PBRC)。 。根据测得的阻抗数据,我们通过对目标参考数据进行线性回归分析来分析单个人体的脂肪和骨骼肌质量。结果表明,原型路径与相应的InBody S10电路径之间的阻抗测量值具有很强的相关性(R = 0.93,p <0.0001)。此外,根据DXA估算的人体脂肪并没有显着差异(p> 0.728(配对t检验),DXA的平均人体脂肪为29.45±10.77 kg,估算的人体脂肪为29.52±12.53 kg)。因此,这种便携式BIA系统显示出与大型固定BIA系统相当的估计个人身体成分的能力。

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