Optical diffuse imaging of an ex vivo model cancerous human breast using independent component analysis

被引:7
|
作者
Xu, Min [1 ]
Alrubaiee, Mohammad [2 ,3 ]
Gayen, S. K. [3 ,4 ]
Alfano, R. R. [3 ,4 ]
机构
[1] Fairfield Univ, Dept Phys, Connecticut, CT 06824 USA
[2] CUNY, City Coll, Dept Phys, New York, NY 10031 USA
[3] CUNY, Grad Ctr, New York, NY 10031 USA
[4] CUNY, City Coll, Inst Ultrafast Spect & Lasers, New York, NY 10031 USA
基金
美国国家科学基金会;
关键词
breast cancer; diffuse optical imaging; independent component analysis; near infrared (NIR) imaging; optical mammography; optical imaging using independent component analysis (OPTICA);
D O I
10.1109/JSTQE.2007.912831
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
Optical imaging using independent component analysis (OPTICA) has been used for detection, 3-D localization, and cross-section imaging of a tumor inside a model human breast composed of ex vivo human breast tissues. OPTICA uses a multisource target illumination and multidetector signal acquisition scheme to obtain multiple spatial and angular views of the sample for target localization. Independent component analysis of the perturbations in the spatial light intensity distribution measured on the sample boundary sorts out the signal originating from individual targets. A back-projection technique estimates the cross-section of each target. The approach correctly provided the positions of a tumor located at the mid-plane and two glandular structures located at different positions within the 33-mm-thick model breast. The reconstructed cross-section images are in good agreement with known dimensions of the structures, and pathological findings.
引用
收藏
页码:43 / 49
页数:7
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