Angelo Joseph, Vargas Christina R, Lee Bernard T, Bigio Irving J, Gioux Sylvain
Beth Israel Deaconess Medical Center, Department of Medicine, 330 Brookline Avenue, Boston, Massachusetts 02215, United StatesbBoston University, Department of Biomedical Engineering, 44 Cummington Mall, Boston, Massachusetts 02215, United States.
Beth Israel Deaconess Medical Center, Department of Surgery, 330 Brookline Avenue, Boston, Massachusetts 02215, United States.
J Biomed Opt. 2016 Nov 1;21(11):110501. doi: 10.1117/1.JBO.21.11.110501.
Imaging technologies working in the spatial frequency domain are becoming increasingly popular for generating wide-field maps of optical properties, enabling rapid analysis of tissue parameters. While acquisition methods have become faster and are now performing in real-time, processing methods remain slow, precluding real-time display of information. We present solutions that rapidly solve the inverse problem for extracting optical properties by use of advanced lookup tables (LUTs). We present methods and results based on a dense, linearly sampled lookup table and an analytical representation that generate maps of absorption and reduced scattering in ?10??ms, which is 100× faster than the standard method, with ?4% error compared to the Monte-Carlo simulation. Combined with real-time acquisition methods, the proposed techniques enable video-rate feedback of real-time property maps, enabling full video-rate guidance in the clinic.
在空间频率域工作的成像技术在生成光学特性的宽视野图方面越来越受欢迎,从而能够快速分析组织参数。虽然采集方法已经变得更快,现在能够实时进行,但处理方法仍然很慢,无法实时显示信息。我们提出了一些解决方案,通过使用先进的查找表(LUT)快速解决用于提取光学特性的逆问题。我们基于密集的线性采样查找表和解析表示法展示了方法和结果,这些方法能在约10毫秒内生成吸收和约化散射图,比标准方法快100倍,与蒙特卡罗模拟相比误差约为4%。结合实时采集方法,所提出的技术能够实现实时特性图的视频速率反馈,从而在临床中实现全视频速率引导。