Cheng Dongkai, Wang Jiabin, Yokota Tomoyuki, Someya Takao
Department of Electrical Engineering and Information System, School of Engineering, The University of Tokyo, Tokyo, Japan.
Biomed Opt Express. 2022 Jan 18;13(2):838-849. doi: 10.1364/BOE.442764. eCollection 2022 Feb 1.
Technological advances in the real-time visualization of cutaneous microcirculation aim to realize benefits including high-resolution imaging, suppressed noise, and robust temporal coherence. Photoplethysmography (PPG), a noninvasive technique that measures single or multiple points of relative blood volume changes in blood vessels under the skin, shows potential as a signal candidate for visualizing blood vessels and tracking blood flow. However, challenges still remain, such as extracting/image reconstruction of the blood vessel/flow signal in a precise frequency window (<0.2 Hz) from a noisy image that is caused by the loss of spatial coherence of the light source in a turbid biological tissue. We attempted to overcome this challenge by adopting a combination of direct-contact-type, lens-less, conformable imagers and singular value decomposition (SVD) in this study. We focused on the numerical analysis of SVD for discriminating the tissue and vein blood flow in PPG for reconstructing blood fluidic images, followed by a complete demonstration of skin microcirculation blood tracking in the vessel visualization process when applying our lens-less, conformable, wearable imagers.
皮肤微循环实时可视化技术的进步旨在实现包括高分辨率成像、噪声抑制和强大的时间相干性等益处。光电容积脉搏波描记法(PPG)是一种非侵入性技术,可测量皮肤下血管中相对血容量变化的单点或多点,显示出作为可视化血管和跟踪血流的信号候选者的潜力。然而,挑战仍然存在,例如从由浑浊生物组织中光源空间相干性丧失引起的噪声图像中,在精确的频率窗口(<0.2 Hz)内提取/重建血管/血流信号的图像。在本研究中,我们试图通过采用直接接触式、无透镜、贴合式成像器与奇异值分解(SVD)相结合的方法来克服这一挑战。我们专注于对SVD进行数值分析,以区分PPG中的组织和静脉血流,从而重建血液流体图像,随后在应用我们的无透镜、贴合式、可穿戴成像器时,在血管可视化过程中完整展示皮肤微循环血液跟踪情况。