Quantitatively characterizing the microstructural features of breast ductal carcinoma tissues in different progression stages by Mueller matrix microscope

被引:118
作者
Dong, Yang [1 ,2 ]
Qi, Ji [4 ,5 ]
He, Honghui [1 ]
He, Chao [4 ,5 ]
Liu, Shaoxiong [6 ]
Wu, Jian [1 ]
Elson, Daniel S. [4 ,5 ]
Ma, Hui [1 ,3 ,7 ]
机构
[1] Tsinghua Univ, Grad Sch Shenzhen, Inst Opt Imaging & Sensing, Shenzhen Key Lab Minimal Invas Med Technol, Shenzhen 518055, Peoples R China
[2] Tsinghua Univ, Dept Biomed Engn, Beijing 100084, Peoples R China
[3] Tsinghua Berkeley Shenzhen Inst, Ctr Precis Med & Healthcare, Shenzhen 518071, Peoples R China
[4] Imperial Coll London, Inst Global Hlth Innovat, Hamlyn Ctr Robot Surg, Exhibit Rd, London SW7 2AZ, England
[5] Imperial Coll London, Dept Surg & Canc, Exhibit Rd, London SW7 2AZ, England
[6] Huazhong Univ Sci & Technol, Union Shenzhen Hosp, Nanshan Hosp, Shenzhen Peoples Hosp 6, Shenzhen 518052, Peoples R China
[7] Tsinghua Univ, Dept Phys, Beijing 100084, Peoples R China
基金
中国国家自然科学基金;
关键词
POLARIZED-LIGHT; CANCEROUS TISSUES; DIAGNOSIS; BURDEN;
D O I
10.1364/BOE.8.003643
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Polarization imaging has been recognized as a potentially powerful technique for probing the microstructural information and optical properties of complex biological specimens. Recently, we have reported a Mueller matrix microscope by adding the polarization state generator and analyzer (PSG and PSA) to a commercial transmission-light microscope, and applied it to differentiate human liver and cervical cancerous tissues with fibrosis. In this paper, we apply the Mueller matrix microscope for quantitative detection of human breast ductal carcinoma samples at different stages. The Mueller matrix polar decomposition and transformation parameters of the breast ductal tissues in different regions and at different stages are calculated and analyzed. For more quantitative comparisons, several widely-used image texture feature parameters are also calculated to characterize the difference in the polarimetric images. The experimental results indicate that the Mueller matrix microscope and the polarization parameters can facilitate the quantitative detection of breast ductal carcinoma tissues at different stages. (C) 2017 Optical Society of America
引用
收藏
页码:3643 / 3655
页数:13
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