基于激光散斑衬比成像技术的脑血流分析

邬丹丹; 姚康; 管凯捷; 付威威; 孙建美; 郭云宝

doi:10.37188/OPE.20202811.2411

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基于激光散斑衬比成像技术的脑血流分析

现代应用光学 | 更新时间：2020-12-09

- 基于激光散斑衬比成像技术的脑血流分析
- Cerebral blood flow analysis based on laser speckle contrast imaging technology
- 光学精密工程 2020年28卷第11期页码：2411-2420
- 作者机构：
  
  1.上海大学机电工程与自动化学院, 上海 200444
  2.中国科学院苏州生物医学工程技术研究所, 江苏苏州 215000
  3.苏州国科医工科技发展(集团)有限公司, 江苏苏州 215000
  4.吉林大学白求恩第一医院, 吉林长春 130021
- 作者简介：
  
  [ "邬丹丹(1996-)，女，江苏如皋人，硕士研究生，2018年于苏州大学获得学士学位，主要从事医学成像视觉检测、图像处理等方面的研究。E-mail：wudd_danna@163.com" ]
  付威威(1985-)，男，吉林长春人，研究员，硕士生导师，现为中国科学院苏州生物医学工程技术研究所医学影像室副主任，主要从事医学图像处理、光电类医疗仪器产品及关键部件的研发工作。E-mail：fuww@sibet.ac.cn FU Wei-wei, E-mail：fuww@sibet.ac.cn
  孙建美(1993-)，女，山东潍坊人，硕士，初级实验员，讲师，2018年于上海大学获得硕士学位，主要从事光纤传感及智能内窥检测方面的研究。E-mail：jianmeisun@shu.edu.cn SUN Jian-mei, E-mail：jianmeisun@shu.edu.cn
- 基金信息：
  
  国家自然科学基金资助项目(61773249);国家重点研发计划资助项目(2019YFC0117403)
- DOI：10.37188/OPE.20202811.2411
  中图分类号： TN247;TN249
- 收稿日期：2020-05-25，
  
  修回日期：2020-06-15，
  
  录用日期：2020-6-15，
  
  纸质出版日期：2020-11-25
- 稿件说明：
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邬丹丹, 姚康, 管凯捷, 等. 基于激光散斑衬比成像技术的脑血流分析[J]. 光学精密工程, 2020,28(11):2411-2420.

Dan-dan WU, Kang YAO, Kai-jie GUAN, et al. Cerebral blood flow analysis based on laser speckle contrast imaging technology[J]. Optics and precision engineering, 2020, 28(11): 2411-2420.
邬丹丹, 姚康, 管凯捷, 等. 基于激光散斑衬比成像技术的脑血流分析[J]. 光学精密工程, 2020,28(11):2411-2420. DOI： 10.37188/OPE.20202811.2411.

Dan-dan WU, Kang YAO, Kai-jie GUAN, et al. Cerebral blood flow analysis based on laser speckle contrast imaging technology[J]. Optics and precision engineering, 2020, 28(11): 2411-2420. DOI： 10.37188/OPE.20202811.2411.

摘要

为了精确监测脑血管手术中术野范围内目标血管的流速及流量，研究了一种基于激光散斑衬比成像(Laser Speckle Contrast Imaging，LSCI)技术的脑血流分析方法，来确认血管吻合后血流的流通及脑部血流灌注情况。首先，搭建LSCI系统采集散斑图像，对它进行改进的时间衬比分析和伪彩色处理，得到血流速度图像来监测流速变化。其次，手动选取感兴趣区域的基准点截取感兴趣区域，对感兴趣区域图像预处理后利用改进的Canny算法提取血管边缘线并计算血管管径。最后，通过动物实验验证LSCI系统血流速度变化监测和血管管径测量功能的可靠性。实验结果显示：改进的Canny算法将血管管径测量的相对误差降低到5.1%。基于LSCI技术的脑血流分析方法可监测血流速度变化，并测量得到血管的有效流通直径，结合激光多普勒血流仪可以实现术中血流流速及流量的精确监测。

Abstract

During cerebrovascular surgery

it is necessary to monitor the flow velocity and the flow in the target blood vessel. In this study

a method of cerebral blood flow analysis based on laser speckle contrast imaging (LSCI) technology was investigated to evaluate the blood flow conditions and cerebral blood flow perfusion after vascular anastomosis. First

the LSCI system was developed to acquire speckle images

and the blood flow velocity image was captured through improved time contrast analysis and pseudocolor processing to monitor the change in flow velocity. Next

the reference points of the region of interest (ROI) were manually selected to intercept the ROI. After the image preprocessing of the ROI was carried out

the improved Canny algorithm was used to extract the edge line of the blood vessel and calculate the blood vessel diameter. Finally

reliability for blood-flow velocity-change monitoring and blood-vessel diameter measurement functions of the LSCI system were verified through animal experiments. The experimental results showed that the improved Canny algorithm decreased the relative error of the vessel diameter to 5.1%. The cerebral blood flow analysis method based on LSCI technology is suitable for monitoring variations in blood flow velocity and measuring the effective flow diameter of blood vessels. When the proposed method is combined with a laser Doppler blood flow meter

blood flow velocity and flow during surgery can be monitored accurately.

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references

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