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基于智能手机的生物传感器,可高精度无创监测人体总血红蛋白浓度。

A Smartphone-Based Biosensor for Non-Invasive Monitoring of Total Hemoglobin Concentration in Humans with High Accuracy.

机构信息

Guangdong Research Center of Polarization Imaging and Measurement Engineering Technology, Shenzhen Key Laboratory for Minimal Invasive Medical Technologies, Institute of Biopharmaceutical and Health Engineering, Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, China.

Shenzhen Maidu Technology Co., Ltd., Shenzhen 518000, China.

出版信息

Biosensors (Basel). 2022 Sep 21;12(10):781. doi: 10.3390/bios12100781.

Abstract

In this paper, we propose a smartphone-based biosensor for detecting human total hemoglobin concentration in vivo with high accuracy. Compared to the existing biosensors used to measure hemoglobin concentration, the smartphone-based sensor utilizes the camera, memory, and computing power of the phone. Thus, the cost is largely reduced. Compared to existing smartphone-based sensors, we developed a highly integrated multi-wavelength LED module and a specially designed phone fixture to reduce spatial errors and motion artifacts, respectively. In addition, we embedded a new algorithm into our smartphone-based sensor to improve the measurement accuracy; an Lab* color space transformation and the "a" parameter were used to perform the final quantification. We collected 24 blood samples from normal and anemic populations. The adjusted of the prediction results obtained from the multiple linear regression method reached 0.880, and the reached 9.04, which met the accuracy requirements of non-invasive detection of hemoglobin concentration.

摘要

在本文中,我们提出了一种基于智能手机的生物传感器,可高精度地检测人体总血红蛋白浓度。与用于测量血红蛋白浓度的现有生物传感器相比,基于智能手机的传感器利用了手机的摄像头、内存和计算能力。因此,成本大大降低。与现有的基于智能手机的传感器相比,我们开发了一个高度集成的多波长 LED 模块和一个专门设计的手机固定装置,分别用于减少空间误差和运动伪影。此外,我们将一种新算法嵌入到基于智能手机的传感器中,以提高测量精度;使用 Lab*颜色空间变换和“a”参数进行最终定量。我们从正常和贫血人群中收集了 24 个血液样本。多元线性回归方法得到的预测结果的调整 达到 0.880, 达到 9.04,满足了血红蛋白浓度非侵入性检测的精度要求。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/416d/9599156/5f557ef23ab0/biosensors-12-00781-g001.jpg

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