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基于摄像头的光电容积脉搏波描记术(cbPPG)使用智能手机的后置和前置摄像头:一项实验研究。

Camera-based Photoplethysmography (cbPPG) using smartphone rear and frontal cameras: an experimental study.

出版信息

Annu Int Conf IEEE Eng Med Biol Soc. 2021 Nov;2021:7091-7094. doi: 10.1109/EMBC46164.2021.9630847.


DOI:10.1109/EMBC46164.2021.9630847
PMID:34892735
Abstract

Non-expensive methods for measuring heart rate and oxygen saturation are of great importance in the scope of the COVID-19 outbreak to follow up on the symptoms and help to control the disease.Smartphones are widely available and their cameras can be used to acquire relevant physiological data, such as Photo-plethysmography (PPG) signals. Covering a light source and the camera sensor with a finger, it is possible to acquire the camera-based photoplethysmography (cbPPG) signal. Two methods were analyzed in this work, namely using the rear smartphone camera and the flash LED, and using the front camera and device display as a light source. The latter presents more advantages overall - in particular, greater control over the emitted light and finger detection - and better results were found when compared to a reference device.Clinical relevance- This technology allows the pervasive monitoring of the PPG signal using a standard smartphone, providing a tool to evaluate the subject's heart rate and its variability, respiration, blood oxygenation, etc.

摘要

在 COVID-19 疫情爆发期间,非昂贵的心率和血氧饱和度测量方法对于监测症状和帮助控制疾病非常重要。智能手机广泛普及,其摄像头可用于获取相关生理数据,如光电体积描记法(PPG)信号。用手指覆盖光源和摄像头传感器,就可以获取基于摄像头的光电体积描记法(cbPPG)信号。本工作分析了两种方法,即使用后置智能手机摄像头和闪光灯 LED,以及使用前置摄像头和设备显示屏作为光源。后者总体上具有更多优势 - 特别是可以更好地控制发射光和手指检测 - 并且与参考设备相比,发现效果更好。临床相关性- 这项技术允许使用标准智能手机进行 PPG 信号的普及监测,提供了一种评估受试者心率及其变异性、呼吸、血氧等的工具。

相似文献

[1]
Camera-based Photoplethysmography (cbPPG) using smartphone rear and frontal cameras: an experimental study.

Annu Int Conf IEEE Eng Med Biol Soc. 2021-11

[2]
Diffuse transmittance visible spectroscopy using smartphone flashlight for photoplethysmography and vital signs measurements.

Spectrochim Acta A Mol Biomol Spectrosc. 2023-12-15

[3]
WebPPG: Feasibility and Usability of Self-Performed, Browser-Based Smartphone Photoplethysmography.

Annu Int Conf IEEE Eng Med Biol Soc. 2023-7

[4]
Resting and Postexercise Heart Rate Detection From Fingertip and Facial Photoplethysmography Using a Smartphone Camera: A Validation Study.

JMIR Mhealth Uhealth. 2017-3-13

[5]
A novel diversity method for smartphone camera-based heart rhythm signals in the presence of motion and noise artifacts.

PLoS One. 2019-6-19

[6]
Smartphone-based photoplethysmographic imaging for heart rate monitoring.

J Med Eng Technol. 2017-7

[7]
Smartphone PPG: signal processing, quality assessment, and impact on HRV parameters.

Annu Int Conf IEEE Eng Med Biol Soc. 2019-7

[8]
Camera-based photoplethysmography in critical care patients.

Clin Hemorheol Microcirc. 2016-11-4

[9]
Real time heart rate variability assessment from Android smartphone camera photoplethysmography: Postural and device influences.

Annu Int Conf IEEE Eng Med Biol Soc. 2015

[10]
Camera-based photoplethysmography in an intraoperative setting.

Biomed Eng Online. 2018-3-14

引用本文的文献

[1]
Evaluation of In-Ear and Fingertip-Based Photoplethysmography Sensors for Measuring Cardiac Vagal Tone Relevant Heart Rate Variability Parameters.

Sensors (Basel). 2025-2-28

[2]
Validity of resting heart rate derived from contact-based smartphone photoplethysmography compared with electrocardiography: a scoping review and checklist for optimal acquisition and reporting.

Front Digit Health. 2024-2-29

[3]
Benchmarking of Sensor Configurations and Measurement Sites for Out-of-the-Lab Photoplethysmography.

Sensors (Basel). 2023-12-29

[4]
From biorepositories to data repositories: Open-access resources accelerate early R&D and validation of equitable diagnostic tools.

PLOS Glob Public Health. 2023-8-15

[5]
Feasibility of Electrodermal Activity and Photoplethysmography Data Acquisition at the Foot Using a Sock Form Factor.

Sensors (Basel). 2023-1-5

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