Zheng Shuqi, Mertz Jerome
Department of Electrical and Computer Engineering, Boston University, 8 St. Mary's St. Boston MA 02215, USA.
Department of Biomedical Engineering, Boston University, 44 Cummington Mall, Boston MA 02215, USA.
Biomed Opt Express. 2022 Jul 6;13(8):4118-4133. doi: 10.1364/BOE.462913. eCollection 2022 Aug 1.
Laser speckle contrast imaging (LSCI) has gained broad appeal as a technique to monitor tissue dynamics (broadly defined to include blood flow dynamics), in part because of its remarkable simplicity. When laser light is backscattered from a tissue, it produces speckle patterns that vary in time. A measure of the speckle field decorrelation time provides information about the tissue dynamics. In conventional LSCI, this measure requires numerical fitting to a specific theoretical model for the field decorrelation. However, this model may not be known a priori, or it may vary over the image field of view. We describe a method to reconstruct the speckle field decorrelation time that is completely model free, provided that the measured speckle dynamics are ergodic. We also extend our approach to allow for the possibility of non-ergodic measurements caused by the presence of a background static speckle field. In both ergodic and non-ergodic cases, our approach accurately retrieves the correlation time without any recourse to numerical fitting and is largely independent of camera exposure time. We apply our method to tissue phantom and mouse brain imaging. Our aim is to facilitate and add robustness to LSCI processing methods for potential clinical or pre-clinical applications.
激光散斑对比成像(LSCI)作为一种监测组织动态(广义上包括血流动力学)的技术已获得广泛认可,部分原因在于其显著的简便性。当激光从组织背向散射时,会产生随时间变化的散斑图案。散斑场去相关时间的测量提供了有关组织动态的信息。在传统的LSCI中,这种测量需要对场去相关的特定理论模型进行数值拟合。然而,该模型可能事先并不知晓,或者在图像视场内可能会有所变化。我们描述了一种在测量的散斑动态是遍历性的情况下完全无需模型来重建散斑场去相关时间的方法。我们还扩展了我们的方法,以考虑由背景静态散斑场的存在导致的非遍历性测量的可能性。在遍历性和非遍历性两种情况下,我们的方法都能准确地获取相关时间,无需任何数值拟合,并且在很大程度上与相机曝光时间无关。我们将我们的方法应用于组织模型和小鼠脑成像。我们的目标是为潜在的临床或临床前应用促进LSCI处理方法并增强其稳健性。