Non-Contact Measurement of Blood Oxygen Saturation Using Facial Video Without Reference Values

IF 3.7 3区 医学 Q2 ENGINEERING, BIOMEDICAL IEEE Journal of Translational Engineering in Health and Medicine-Jtehm Pub Date : 2023-09-25 DOI:10.1109/JTEHM.2023.3318643
Soma Sasaki;Norihiro Sugita;Takanori Terai;Makoto Yoshizawa
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Abstract

The continuous measurement of percutaneous oxygen saturation (SpO2) enables diseases that cause hypoxemia to be detected early and patients’ conditions to be monitored. Currently, SpO2 is mainly measured using a pulse oximeter, which, owing to its simplicity, can be used in clinical settings and at home. However, the pulse oximeter requires a sensor to be in contact with the skin; therefore, prolonged use of the pulse oximeter for neonates or patients with sensitive skin may cause local inflammation or stress due to restricted movement. In addition, owing to COVID-19, there has been a growing demand for the contactless measurement of SpO2. Several studies on measuring SpO2 without contact used skin video images have been conducted. However, in these studies, the SpO2 values were estimated using a linear regression model or a look-up table that required reference values obtained using a contact-type pulse oximeter. In this study, we propose a new technique for the contactless measurement of SpO2 that does not require reference values. Specifically, we used certain approaches that reduced the influence of non-pulsating components and utilized different light wavelengths of video images that penetrated subcutaneously to different depths. We experimentally investigated the accuracy of SpO2 measurements using the proposed methods. The results indicate that the proposed methods were more accurate than the conventional method.
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无参考值的面部视频非接触式血氧饱和度测量
连续测量经皮氧饱和度(SpO2)可以早期发现导致低氧血症的疾病,并监测患者的病情。目前,SpO2主要是用脉搏血氧仪测量,由于其简单,可以在临床和家庭环境中使用。然而,脉搏血氧计需要一个传感器与皮肤接触;因此,对于新生儿或皮肤敏感的患者,长期使用脉搏血氧仪可能会因活动受限而引起局部炎症或应激。此外,由于COVID-19,对SpO2的非接触式测量的需求不断增长。已经进行了几项非接触皮肤视频图像测量SpO2的研究。然而,在这些研究中,SpO2值是使用线性回归模型或查找表来估计的,这需要使用接触式脉搏血氧仪获得参考值。在这项研究中,我们提出了一种不需要参考值的非接触式测量SpO2的新技术。具体来说,我们使用了某些方法来减少非脉动成分的影响,并利用不同波长的视频图像穿透到不同的皮下深度。我们通过实验研究了使用所提出的方法测量SpO2的准确性。结果表明,该方法比传统方法具有更高的精度。
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来源期刊
CiteScore
7.40
自引率
2.90%
发文量
65
审稿时长
27 weeks
期刊介绍: The IEEE Journal of Translational Engineering in Health and Medicine is an open access product that bridges the engineering and clinical worlds, focusing on detailed descriptions of advanced technical solutions to a clinical need along with clinical results and healthcare relevance. The journal provides a platform for state-of-the-art technology directions in the interdisciplinary field of biomedical engineering, embracing engineering, life sciences and medicine. A unique aspect of the journal is its ability to foster a collaboration between physicians and engineers for presenting broad and compelling real world technological and engineering solutions that can be implemented in the interest of improving quality of patient care and treatment outcomes, thereby reducing costs and improving efficiency. The journal provides an active forum for clinical research and relevant state-of the-art technology for members of all the IEEE societies that have an interest in biomedical engineering as well as reaching out directly to physicians and the medical community through the American Medical Association (AMA) and other clinical societies. The scope of the journal includes, but is not limited, to topics on: Medical devices, healthcare delivery systems, global healthcare initiatives, and ICT based services; Technological relevance to healthcare cost reduction; Technology affecting healthcare management, decision-making, and policy; Advanced technical work that is applied to solving specific clinical needs.
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