An automatic algorithm for detecting stent endothelialization from volumetric optical coherence tomography datasets

被引:34
作者
Bonnema, Garret T. [1 ]
Cardinal, Kristen O'Halloran [2 ]
Williams, Stuart K. [3 ]
Barton, Jennifer K. [1 ,4 ]
机构
[1] Univ Arizona, Coll Opt Sci, Tucson, AZ 85721 USA
[2] Calif Polytechn State Univ, San Luis Obispo, CA 93407 USA
[3] Univ Louisville, Cardiovasc Innovat Inst, Louisville, KY 40292 USA
[4] Univ Arizona, Tucson, AZ USA
关键词
D O I
10.1088/0031-9155/53/12/001
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
crucial to reducing the risk of late stent thrombosis. With a resolution of approximately 10 mu m, optical coherence tomography (OCT) may be an appropriate imaging modality for visualizing the vascular response to a stent and measuring the percentage of struts covered with an anti-thrombogenic cellular lining. We developed an image analysis program to locate covered and uncovered stent struts in OCT images of tissue-engineered blood vessels. The struts were found by exploiting the highly reflective and shadowing characteristics of the metallic stent material. Coverage was evaluated by comparing the luminal surface with the depth of the strut reflection. Strut coverage calculations were compared to manual assessment of OCT images and epi-fluorescence analysis of the stented grafts. Based on the manual assessment, the strut identification algorithm operated with a sensitivity of 93% and a specificity of 99%. The strut coverage algorithm was 81% sensitive and 96% specific. The present study indicates that the program can automatically determine percent cellular coverage from volumetric OCT datasets of blood vessel mimics. The program could potentially be extended to assessments of stent endothelialization in native stented arteries.
引用
收藏
页码:3083 / 3098
页数:16
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