光电容积脉搏图——一种现代方法及其应用

K. R, N. N, Komal Babasab Karangale, M. H, S. Sheela
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引用次数: 4

摘要

血液是一种重要的生物液体,将重要的营养物质、维生素、矿物质和氧气输送到身体的各个部位。它有助于身体器官的实际功能。血流量是血液流经循环系统的动脉或静脉的量。血流障碍是各种疾病的一个指标。因此,需要一种简单、快速、准确和无创的血流测量技术来早期发现疾病。本文提出了一种简单、准确、无创的光容积脉搏波(PPG)测量血流相关参数的方法。通过获取人体的PPG信号来测量静脉血容量,并对信号进行进一步分析,测量心率、血氧饱和度(SpO2)等不同参数,PPG值进一步利用人工神经网络(ANN)和重症监护医学信息市场III (MIMIC III)获得的数据集构建无袖带血压测量系统。
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Photoplethysmography — a Modern Approach and Applications
Blood is an important biological fluid that carries vital nutrients, vitamins, minerals and oxygen to various parts of the body. It helps in actual functioning of the body organs. Blood flow is the amount of blood flowing through arteries or veins of the circulatory system. Impairment in the blood flow is an indicator of various diseases. Hence a simple, fast, accurate and non-invasive blood flow measurement technique is required for early detection of the diseases. This paper proposes a simple, accurate, non-invasive method to measure the blood flow related parameters using Photoplethysmography (PPG). The blood volume through the veins is measured by acquiring the PPG signal from the body and further analysing the signal to measure different parameters like heart rate, oxygen saturation level (SpO2) and the PPG values are further used for building a cuffless blood pressure measuring system using an Artificial Neural Networks (ANN) with the dataset obtained from Medical Information Mart for Intensive Care III (MIMIC III).
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