Biomedical Engineering Department, Military Technical College, Cairo, Egypt.
Systems and Biomedical Engineering Department, Cairo University, Faculty of Engineering, Egypt.
Photodiagnosis Photodyn Ther. 2021 Mar;33:102190. doi: 10.1016/j.pdpdt.2021.102190. Epub 2021 Jan 26.
The estimation of tissue oxygenation is vital in the diagnosis and therapeutic evaluation of a huge assortment of diseases. The hyperspectral (HS) imaging system is a rising innovation that can be utilized to build a highly sensitive, non-invasive, and tissue hemoglobin immersion map.
As a result of the urgent need to design and implement early detection devices and applications for the COVID-19 pandemic, we propose building a non-invasive custom optical imaging system to assist with phlebotomy and vascular approach to survey the reliability of blood oxygen saturation (SpO2) levels recovered from spectral images.
HS images were gathered from 15 healthy subjects without previous medical history complications and with an average age range of 20 to 38 years, who were undergoing phlebotomy. The forearm was vigorously illuminated utilizing an HS camera with polychromatic source light of spectrum range (400∼980 nm). Spectroscopic reflectance images were caught by a focal plane exhibit for the region of interest (ROI). Then the custom algorithm comprising normalization and moving average filtering for noise removal was applied, followed by K-mean clustering for image segmentation to visualize and highlight the arteries and the veins in the investigated forearm.
The investigations show that after normalization of the recorded signal from the HS camera of the participating subjects it was noticed that at wavelength of 460 nm the oxygenated arteries had a stronger signal than the de-oxygenated veins, and at a wavelength of 750 nm the de-oxygenated veins had a stronger signal than the oxygenated arteries. Thus, the ideal wavelength to reveal the oxygenated arteries was 460 nm, and the ideal wavelength to reveal the de-oxygenated veins was 750 nm.
HSI is a prospective technique to assist with phlebotomy and non-contact oxygen saturation approach. Additionally, it may permit future surgical or pharmacological intercessions that titrate or limit ischemic injury continuously.
组织氧合的评估对于诊断和治疗评估各种各样的疾病至关重要。高光谱(HS)成像系统是一种新兴的创新,可以用来构建高度敏感、非侵入性和组织血红蛋白浸图。
由于迫切需要设计和实施用于 COVID-19 大流行的早期检测设备和应用,我们提出构建一种非侵入性定制光学成像系统,以协助采血和血管入路,以调查从光谱图像中恢复的血氧饱和度(SpO2)水平的可靠性。
从 15 名没有先前医疗并发症且平均年龄在 20 至 38 岁之间的健康受试者中采集 HS 图像,他们正在接受采血。前臂用具有多色光源的 HS 相机强烈照射,光谱范围为(400∼980nm)。用焦平面显示器捕捉感兴趣区域(ROI)的光谱反射图像。然后应用包含归一化和移动平均滤波以去除噪声的定制算法,然后进行 K-均值聚类以进行图像分割,以可视化和突出研究前臂中的动脉和静脉。
研究表明,对参与受试者的 HS 相机记录信号进行归一化后,注意到在 460nm 波长处,含氧动脉的信号比去氧静脉强,而在 750nm 波长处,去氧静脉的信号比含氧动脉强。因此,揭示含氧动脉的理想波长为 460nm,揭示去氧静脉的理想波长为 750nm。
HSI 是一种辅助采血和非接触式血氧饱和度方法的有前途的技术。此外,它可能允许未来的手术或药理学干预,以持续滴定或限制缺血性损伤。