An Image Analysis System for Near-infrared (NIR) Fluorescence Lymph Imaging

被引:0
作者
Zhang, Jingdan [1 ]
Zhou, Shaohua Kevin [1 ]
Xiang, Xiaoyan [1 ]
Rasmussen, John C. [2 ]
Sevick-Muraca, Eva M. [2 ]
机构
[1] Siemens Corp Res, Whole Body Analyt Program, Princeton, NJ 08540 USA
[2] Univ Texas Hlth Sci Ctr Houston, Brown Fdn Inst Mol Med, Ctr Mol Imaging, Houston, TX 77030 USA
来源
MEDICAL IMAGING 2011: BIOMEDICAL APPLICATIONS IN MOLECULAR, STRUCTURAL, AND FUNCTIONAL IMAGING | 2011年 / 7965卷
关键词
near-infrared fluorescence imaging; lymphatics; lymphatic imaging; lymphatic function; lymphatic function imaging analysis; Hough Transform;
D O I
10.1117/12.878828
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Quantitative analysis of lymphatic function is crucial for understanding the lymphatic system and diagnosing the associated diseases. Recently, a near-infrared (NIR) fluorescence imaging system is developed for real-time imaging lymphatic propulsion(1,2) by intradermal injection of microdose of a NIR fluorophore distal to the lymphatics of interest. However, the previous analysis software(3,4) is underdeveloped, requiring extensive time and effort to analyze a NIR image sequence. In this paper, we develop a number of image processing techniques to automate the data analysis workflow, including an object tracking algorithm to stabilize the subject and remove the motion artifacts, an image representation named flow map to characterize lymphatic flow more reliably, and an automatic algorithm to compute lymph velocity and frequency of propulsion. By integrating all these techniques to a system, the analysis workflow significantly reduces the amount of required user interaction and improves the reliability of the measurement.
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页数:8
相关论文
共 12 条
[1]  
[Anonymous], 1993, EPC1993110
[2]  
Bartels R. H., 1987, An Introduction to Splines for Use in Computer Graphics Geometric Modeling
[3]  
Bellman R.E., 1962, Applied Dynamic Programming
[4]   USE OF HOUGH TRANSFORMATION TO DETECT LINES AND CURVES IN PICTURES [J].
DUDA, RO ;
HART, PE .
COMMUNICATIONS OF THE ACM, 1972, 15 (01) :11-&
[5]   ROBUST REGRESSION USING ITERATIVELY RE-WEIGHTED LEAST-SQUARES [J].
HOLLAND, PW ;
WELSCH, RE .
COMMUNICATIONS IN STATISTICS PART A-THEORY AND METHODS, 1977, 6 (09) :813-827
[6]   INFORMATION THEORY AND STATISTICAL MECHANICS [J].
JAYNES, ET .
PHYSICAL REVIEW, 1957, 106 (04) :620-630
[7]  
Kwon Sunkuk, 2007, Lymphatic Research and Biology, V5, P219, DOI 10.1089/lrb.2007.1013
[8]  
MURACA S, 2002, CURR OPIN CHEM BIOL, V6, P642
[9]  
Sevick-Muraca E. M., 2008, J BIOMEDICAL OPTICS, V13
[10]   Imaging of lymph flow in breast cancer patients after microdose administration of a near-infrared flurophore: Feasibility study [J].
Sevick-Muraca, Eva M. ;
Sharma, Ruchi ;
Rasmussen, John C. ;
Marshall, Milton V. ;
Wendt, Juliet A. ;
Pham, Hoang Q. ;
Bonefas, Elizabeth ;
Houston, Jessica P. ;
Sampath, Lakshmi ;
Adams, Kristen E. ;
Blanchard, Darlene Kay ;
Fisher, Ronald E. ;
Chiang, Stephen B. ;
Elledge, Richard ;
Mawad, Michel E. .
RADIOLOGY, 2008, 246 (03) :734-741