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首页> 外文期刊>Journal of mechanics in medicine and biology >A NOVEL CONTINUOUS AND NONINVASIVE MEASUREMENT FOR BLOOD PRESSURE BASED ON PHOTOPLETHYSMOGRAPHY
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A NOVEL CONTINUOUS AND NONINVASIVE MEASUREMENT FOR BLOOD PRESSURE BASED ON PHOTOPLETHYSMOGRAPHY

机译:基于光增生术的血压新的连续和非侵入性测量

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摘要

Implementation of continuous noninvasive blood pressure (NIBP) measurement is important for prevention and control of the cardiovascular disease. This paper study a novel continuous noninvasive blood pressure (BP) fitting method based on the photoplethysmography (PPG), electrocardiogram (ECG) and blood volume characteristics. The estimation model of systolic blood pressure (SBP) was established from ECG and PPG in Multiparameter Intelligent Monitoring in Intensive Care (MIMIC) II openness medical database. According to analysis of Beer-Lambert law applied in arterial blood characteristics and PPG waveform, the estimation model of differential pressure (DP) was constructed. Taking the SBP and diastolic blood pressure (DBP) from MIMIC II database as the gold standard value, the validation results show that the mean difference and standard deviation of the fitting results are within the standard range of (5 +/- 8) mm/Hg. The method proposed in this paper can effectively achieve continuous BP measurement.
机译:连续无血压血压(NIBP)测量的实施对于预防和控制心血管疾病是重要的。本文研究了一种基于光学读物测压(PPG),心电图(ECG)和血压特性的新型连续无血压血压(BP)拟合方法。从ECG和PPG建立了收缩压(SBP)的估计模型,在Mutiparameter智能监测中(模拟)II开放医疗数据库中的Multiparameter智能监测中。根据在动脉血特性和PPG波形中施加的啤酒兰伯特法的分析,构建了差压(DP)的估计模型。从模拟II数据库中获取SBP和舒张压(DBP)作为黄金标准值,验证结果表明,拟合结果的平均差异和标准偏差在标准范围内(5 +/- 8)mm / Hg。本文提出的方法可以有效地实现连续的BP测量。

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