用APG数学变换评价动脉直径动态刚度

R. Arathy, P. Nabeel, J. Jayaraj, V. AbhidevV., M. Sivaprakasam
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引用次数: 0

摘要

无创、连续测量动脉硬度指数在心血管风险分层中已经确立了实用性。本研究旨在利用加速体积脉搏波(APG)波形建立从颈总动脉壁到皮肤表层的软组织夹层的受试者特异性模型。然后使用APG估计管腔动脉直径波形以评估刚度。利用所研制的加速度计探头及其相关测量系统采集颈动脉APG波形。利用MATLAB系统识别,通过数学模型评估颈动脉直径与颈部APG之间的关系。在15名受试者身上验证了所开发的颈动脉直径和刚度指数无创评估模型的性能。所建立的模型是实时实施的,并使用颈部APG连续评估颈动脉直径。与使用超声系统测量的实际直径相比,构建的颈动脉直径波形(使用APG)的RMSE小于0.14 mm。研究结果证明了用APG波形建立受试者特异性皮肤组织模型测量动脉直径和估计血管刚度的可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Evaluation of Arterial Diameter by Mathematical Transformation of APG for Ambulatory Stiffness
Non-invasive, continuous measurement of arterial stiffness indices has established utility in cardiovascular risk stratification. This study aims to develop a subject-specific model of soft tissue sandwich from the common carotid artery wall to the skin surface layer using acceleration plethysmograph (APG) waveforms. It was then used to estimate the lumen arterial diameter waveform using APG for stiffness evaluation. The carotid APG waveforms were collected using the developed accelerometer probe and its associated measurement system. The relationship between carotid diameter and APG from the neck was evaluated via mathematical models using system identification in MATLAB. The performance of the developed model for non-invasive assessment of carotid diameter and stiffness indices was validated on 15 subjects.The developed model was implemented in real-time and continuously evaluated carotid diameter using APG from the neck. An RMSE of less than 0.14 mm was observed between the constructed carotid diameter waveform (using APG) when compared with an actual diameter measured using the ultrasound-based system. The study results demonstrated the feasibility of a subject-specific skin-tissue model with APG waveforms for arterial diameter measurement and estimation of the vessel stiffness.
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