Comprehensive validation of a compact laser speckle contrast imaging system for vascular function assessment: from the laboratory to the clinic.

IF 2.6 4区 医学 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Medical & Biological Engineering & Computing Pub Date : 2024-10-24 DOI:10.1007/s11517-024-03211-y
Meng-Che Hsieh, Chia-Yu Chang, Ching-Han Hsu, Congo Tak Shing Ching, Lun-De Liao
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Abstract

Proper organ functioning relies on adequate blood circulation; thus, monitoring blood flow is crucial for early disease diagnosis. Laser speckle contrast imaging (LSCI) is a noninvasive technique that is widely used for measuring superficial blood flow. In this study, we developed a portable LSCI system using an 805-nm near-infrared laser and a monochrome CMOS camera with a 10 × macro zoom lens. The system achieved a high-resolution imaging (1280 × 1024 pixels) with a working distance of 10 to 35 cm. The relative flow velocities were visualized via a spatial speckle contrast analysis algorithm with a 5 × 5 sliding window. In vitro experiments demonstrated the system's ability to image flow velocities in a fluid model, and a linear relationship was observed between the actual flow rate and the relative flow rate obtained by the system. The correlation coefficient (R2) exceeded 0.83 for volumetric flow rates of 0 to 0.2 ml/min when channel widths were greater than 1.2 mm, and R2 > 0.94 was obtained for channel widths exceeding 1.6 mm. Comparisons with laser Doppler flowmetry (LDF) revealed a strong positive correlation between the LSCI and LDF results. In vivo experiments captured postocclusive reactive hyperemic responses in rat hind limbs and human palms and feet. The main research contribution is the development of this compact and portable LSCI device, as well as the validation of its reliability and convenience in various scenarios and environments. Future applications of this technology include evaluating blood flow changes during skin injuries, such as abrasions, burns, and diabetic foot ulcers, to aid medical institutions in treatment optimization and to reduce treatment duration.

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用于血管功能评估的紧凑型激光斑点对比成像系统的全面验证:从实验室到临床。
器官的正常功能有赖于充足的血液循环;因此,监测血流对于早期疾病诊断至关重要。激光斑点对比成像(LSCI)是一种无创技术,广泛用于测量浅表血流。在这项研究中,我们开发了一种便携式激光斑点对比成像系统,该系统使用了波长为 805 纳米的近红外激光和带 10 倍微距变焦镜头的单色 CMOS 相机。该系统实现了高分辨率成像(1280 × 1024 像素),工作距离为 10 至 35 厘米。相对流速通过空间斑点对比分析算法和 5 × 5 滑动窗口实现可视化。体外实验证明,该系统能够对流体模型中的流速进行成像,并观察到实际流速与系统获得的相对流速之间存在线性关系。当通道宽度大于 1.2 毫米时,容积流速在 0 至 0.2 毫升/分钟之间的相关系数 (R2) 超过 0.83,通道宽度超过 1.6 毫米时,相关系数 (R2) > 0.94。与激光多普勒血流测量仪(LDF)的比较显示,LSCI 和 LDF 结果之间存在很强的正相关性。体内实验捕捉到了大鼠后肢以及人类手掌和脚掌的闭塞后反应性充血反应。这项研究的主要贡献在于开发了这种小巧便携的 LSCI 设备,并验证了其在各种场景和环境下的可靠性和便利性。这项技术的未来应用包括评估皮肤损伤(如擦伤、烧伤和糖尿病足溃疡)时的血流变化,以帮助医疗机构优化治疗和缩短治疗时间。
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来源期刊
Medical & Biological Engineering & Computing
Medical & Biological Engineering & Computing 医学-工程:生物医学
CiteScore
6.00
自引率
3.10%
发文量
249
审稿时长
3.5 months
期刊介绍: Founded in 1963, Medical & Biological Engineering & Computing (MBEC) continues to serve the biomedical engineering community, covering the entire spectrum of biomedical and clinical engineering. The journal presents exciting and vital experimental and theoretical developments in biomedical science and technology, and reports on advances in computer-based methodologies in these multidisciplinary subjects. The journal also incorporates new and evolving technologies including cellular engineering and molecular imaging. MBEC publishes original research articles as well as reviews and technical notes. Its Rapid Communications category focuses on material of immediate value to the readership, while the Controversies section provides a forum to exchange views on selected issues, stimulating a vigorous and informed debate in this exciting and high profile field. MBEC is an official journal of the International Federation of Medical and Biological Engineering (IFMBE).
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