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Research of Chronic Obstructive Pulmonary Disease Monitoring System Based on Four-line Turbine-type

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收录情况: ◇ 统计源期刊 ◇ 北大核心 ◇ CSCD-C ◇ EI ◇ ESCI

单位: [1]中国科学院电子学研究所传感技术国家重点实验室 [2]中国科学院大学 [3]中日友好医院
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关键词: Four-line turbine-type Chronic Obstructive Pulmonary Disease (COPD) Forced Vital Capacity (FVC) Peak Expiratory Flow (PEF)

摘要:
To improve accuracy and reliability of the traditional turbine-vital capacity meter, a novel four-line turbine-detection method is presented for the high precision and high reliability Chronic Obstructive Pulmonary Disease (COPD) monitoring system. On the hardware, a four-line breath signal acquisition circuit is designed following the four-line turbine-type detection method, which improves the resolution of the optical path through reasonable components arrangement. On the software, a linear regression algorithm is used to obtain early screening and diagnostic indicators such as Forced Vital Capacity (FVC), Peak Expiratory Flow (PEF) and so on. The standard Fluke air flow analyzer is used for data calibration, compared with the traditional medical turbine-type lung function meter: FVC average relative error is reduced from 1.98% to 1.47% and PEF average relative error is reduced from 2.04% to 1.02%. It is showed that the expiratory parameters of the four-line turbine-type COPD monitoring system is more accurate and reliable than that of the traditional COPD system which is suitable for early screening and accurate diagnosis of COPD. Combined with pulse oxygen saturation, End-tidal CO2, it can be used to achieve the medical care for COPD and play an important role to early detect and control of disease for moderate or severe COPD patients.

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出版当年[2018]版:
最新[2025]版:
大类 | 3 区 计算机科学
小类 | 3 区 工程:电子与电气
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出版当年[2017]版:
最新[2023]版:
Q4 ENGINEERING, ELECTRICAL & ELECTRONIC

影响因子: 最新[2023版] 最新五年平均[2021-2025] 出版当年[2017版] 出版当年五年平均[2013-2017] 出版前一年[2016版]

第一作者:
第一作者单位: [1]中国科学院电子学研究所传感技术国家重点实验室 [2]中国科学院大学
通讯作者:
通讯机构: [1]中国科学院电子学研究所传感技术国家重点实验室 [2]中国科学院大学
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