Continuous heart rate monitoring in atrial fibrillation with multispectral photoplethysmography

IF 4.1 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Sensors and Actuators A-physical Pub Date : 2024-11-07 DOI:10.1016/j.sna.2024.116008
V. Devaki , Madan Kumar Lakshmanan , R. Aravindan , V.E. Dhandapani , T. Jayanthi
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Abstract

Heart attacks and strokes account for more than four out of every five Cardiovascular Disease (CVD) deaths, with one-third occurring before age 70 years. Atrial fibrillation (AF), a common cause of ischemic strokes, can significantly reduce mortality rates through continuous monitoring, timely diagnosis, accurate confirmation, and early prognosis. This can be achieved by employing Multi-Spectral Photoplethysmography (MSPPG) technology as an alternative diagnostic tool to Electrocardiography (ECG). This investigation is implemented by determining the Heart Rate (HR) of AF-affected patients using a developed MSPPG-based wrist-worn device, keeping ECG as a standard gold reference. The Multispectral-based wrist-worn wearable Photoplethysmography device employs an optical bio-sensing, integrated BIOFY sensor to acquire the MSPPG signals using two green (526 nm), one red (660 nm) and one infrared (950 nm) LED and two photodetectors (Broadband detector, IR-cut detector). The MSPPG signals acquired using a microcontroller unit are stored in an On-device storage system simultaneously in the IoT Platform. Statistical analysis techniques were employed to compare the HR detected using the MSPPG technique with the HR measured from the gold-standard ECG. The accuracy paves the way for implementing the proposed MSPPG technology in detecting AF conditions in terms of HR, further laying the foundation for earlier detection of AF. Wearable PPG-based devices face a significant issue of motion artifacts that can be overcome using the MSPPG technique. The research advancements can potentially increase the accessibility of HR monitoring in AF patients, conveniently integrating into daily routines without restricting day-to-day activities.
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利用多谱段光电血压计对心房颤动进行连续心率监测
每五例心血管疾病(CVD)死亡病例中,就有四例以上死于心脏病发作和中风,其中三分之一发生在 70 岁之前。心房颤动(房颤)是缺血性中风的常见病因,通过持续监测、及时诊断、准确确诊和早期预后,可以显著降低死亡率。要实现这一目标,可采用多谱勒光心动图(MSPPG)技术作为心电图(ECG)的替代诊断工具。这项研究是通过使用开发的基于 MSPPG 的腕戴式设备确定房颤患者的心率 (HR),同时将心电图作为标准的黄金参考。基于多光谱的腕戴式光电血压仪采用了光学生物传感、集成 BIOFY 传感器,使用两个绿色(526 纳米)、一个红色(660 纳米)和一个红外线(950 纳米)LED 以及两个光电探测器(宽带探测器、红外切割探测器)采集 MSPPG 信号。使用微控制器单元采集的 MSPPG 信号同时存储在物联网平台的设备上存储系统中。采用统计分析技术将 MSPPG 技术检测到的心率与黄金标准心电图测量到的心率进行比较。其准确性为采用所提出的 MSPPG 技术检测心率方面的房颤情况铺平了道路,从而为更早地检测房颤奠定了基础。基于 PPG 的可穿戴设备面临着运动伪影的重大问题,而 MSPPG 技术可以克服这一问题。研究进展有可能提高心房颤动患者心率监测的可及性,方便地融入日常生活,而不会限制日常活动。
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来源期刊
Sensors and Actuators A-physical
Sensors and Actuators A-physical 工程技术-工程:电子与电气
CiteScore
8.10
自引率
6.50%
发文量
630
审稿时长
49 days
期刊介绍: Sensors and Actuators A: Physical brings together multidisciplinary interests in one journal entirely devoted to disseminating information on all aspects of research and development of solid-state devices for transducing physical signals. Sensors and Actuators A: Physical regularly publishes original papers, letters to the Editors and from time to time invited review articles within the following device areas: • Fundamentals and Physics, such as: classification of effects, physical effects, measurement theory, modelling of sensors, measurement standards, measurement errors, units and constants, time and frequency measurement. Modeling papers should bring new modeling techniques to the field and be supported by experimental results. • Materials and their Processing, such as: piezoelectric materials, polymers, metal oxides, III-V and II-VI semiconductors, thick and thin films, optical glass fibres, amorphous, polycrystalline and monocrystalline silicon. • Optoelectronic sensors, such as: photovoltaic diodes, photoconductors, photodiodes, phototransistors, positron-sensitive photodetectors, optoisolators, photodiode arrays, charge-coupled devices, light-emitting diodes, injection lasers and liquid-crystal displays. • Mechanical sensors, such as: metallic, thin-film and semiconductor strain gauges, diffused silicon pressure sensors, silicon accelerometers, solid-state displacement transducers, piezo junction devices, piezoelectric field-effect transducers (PiFETs), tunnel-diode strain sensors, surface acoustic wave devices, silicon micromechanical switches, solid-state flow meters and electronic flow controllers. Etc...
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