Non-invasive blood oxygen saturation detection with video image

被引:1
|
作者
Li, Fen [1 ]
Zhao, Yuejin [1 ]
Kong, Lingqin [1 ]
Liu, Ming [1 ]
Dong, Liquan [1 ]
Hui, Mei [1 ]
Liu, Xiaohua [1 ]
机构
[1] Beijing Inst Technol, Sch Opt & Photon, Beijing Key Lab Precis Optoelect Measurement Inst, Beijing 100081, Peoples R China
来源
OPTICS AND PHOTONICS FOR INFORMATION PROCESSING XIII | 2019年 / 11136卷
关键词
blood oxygen saturation (SpO2); video image; LEDs; regression model;
D O I
10.1117/12.2527865
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
The blood oxygen saturation (SpO2) detection is of great importance in medical science due to its relationship with cardiopulmonary function. Determination of SpO2 by infrared spectroscopy is a commonly used method. In this paper, a novel non-invasive blood oxygen saturation detection method with video image is proposed. Firstly, the index fingertip is illuminated by LEDs with four wavelengths. Then, the reflected light is collected by an image sensor. Meanwhile, a finger clip pulse oximeter is adopted to monitor SpO2 changes. Finally, a color regression model is established with the obtained RGB values and the corresponding SpO2. Furthermore, the influence of quantization noise and other factors is analyzed. Experiments with multiple samples are carried out using the proposed method. The results show that the relative errors between the predicted and reference values are within 5%. Compared with traditional methods, the proposed method can effectively detect the SpO2 in a specific area instead of a single point. In addition, it provides an alternative approach that guides an SpO2 detection device for daily use.
引用
收藏
页数:5
相关论文
共 50 条
  • [1] Hyperspectral imaging for non-invasive blood oxygen saturation assessment
    Wu, Jiangbo
    PHOTODIAGNOSIS AND PHOTODYNAMIC THERAPY, 2024, 45
  • [2] Non-invasive functional photoacoustic tomography of blood oxygen saturation in the brain
    Wang, XD
    Ku, G
    Xie, XY
    Wang, YW
    Stoica, G
    Wang, LV
    PHOTONS PLUS ULTRASOUND: IMAGING AND SENSING, 2004, 5320 : 69 - 76
  • [3] Development of Simultaneous Monitoring System for Non-invasive Blood Pressure and Blood Oxygen Saturation
    Cui Jian
    Gao Shumei
    Song Yilin
    PROCEEDINGS OF 2013 IEEE 11TH INTERNATIONAL CONFERENCE ON ELECTRONIC MEASUREMENT & INSTRUMENTS (ICEMI), 2013, : 968 - 973
  • [4] Non-invasive monitoring of fetal oxygen saturation
    Michel, E.
    Brandt, A.
    Laque, D.
    Nathe, N.
    Hauke, A.
    Husar, P.
    KLINISCHE PADIATRIE, 2010, 222 : S83 - S83
  • [5] The Application of Non-invasive Oxygen Saturation Sensor to Evaluate Blood Flow in Human
    Lu, Yi-Te
    Hsieh, Kuen-Chang
    Kao, Ming-Feng
    Chen, Yu-Ywan
    Chung, Chiung-Chu
    Lu, Hsueh-Kuan
    MEDICAL BIOMETRICS, PROCEEDINGS, 2010, 6165 : 241 - +
  • [6] Snapshot hyperspectral system for non-invasive skin blood oxygen saturation monitoring
    Rubins, U.
    Marcinkevics, Z.
    Cimurs, J.
    Grabovskis, A.
    Kviesis-Kipge, E.
    BIOPHOTONICS: PHOTONIC SOLUTIONS FOR BETTER HEALTH CARE VI, 2018, 10685
  • [7] A non-invasive spectral reflectance method for mapping blood oxygen saturation in wounds
    Martinez, L
    31ST APPLIED IMAGERY PATTERN RECOGNITION WORKSHOP, PROCEEDINGS, 2002, : 112 - 116
  • [8] Non-Invasive Blood Oxygen Saturation Measurement by a Calibration-Free MRI Method
    Varghese, Juliet
    Ahmad, Rizwan
    Potter, Lee C.
    Simonetti, Orlando P.
    CIRCULATION, 2016, 134
  • [9] Non-invasive Blood Oxygen Saturation Monitoring for Neonates Using Reflectance Pulse Oximeter
    Chen, Wei
    Ayoola, Idowu
    Oetomo, Sidarto Bambang
    Feijs, Loe
    2010 DESIGN, AUTOMATION & TEST IN EUROPE (DATE 2010), 2010, : 1530 - 1535
  • [10] NON-INVASIVE FETAL BLOOD OXYGEN SATURATION MEASUREMENT BY MAGNETIC RESONANCE IMAGING IN SHEEP
    Flouri, Dimitra
    Darby, RTJack
    Holman, Stacey L.
    Perumal, Sunthara R.
    David, Anna L.
    Morrison, Janna L.
    Melbourne, Andrew
    PLACENTA, 2021, 112 : E18 - E18