Mueller-matrix imaging polarimetry elevated by wavelet decomposition and polarization-singular processing for analysis of specific cancerous tissue pathology

被引:13
|
作者
Sdobnov, Anton [1 ]
Ushenko, Volodymir A. [2 ]
Trifonyuk, Liliya [3 ]
Bakun, Oksana [2 ]
Garazdyuk, Marta [2 ]
Soltys, Irina V. [2 ]
Dubolazov, Olexander [2 ]
Ushenko, Olexander G. [2 ,4 ]
Ushenko, Yuriy A. [2 ]
Bykov, Alexander [1 ]
Meglinski, Igor [1 ,5 ]
机构
[1] Univ Oulu, Optoelect & Measurement Tech, Oulu, Finland
[2] Chernivtsi Natl Univ, Opt & Publishing Dept, Chernovtsy, Ukraine
[3] Rivne State Med Ctr, Rivne, Ukraine
[4] Zhejiang Univ, Taizhou Res Inst, Coll Elect Engn, Hangzhou, Peoples R China
[5] Aston Univ, Coll Engn & Phys Sci, Birmingham, England
基金
欧盟地平线“2020”; 新加坡国家研究基金会; 芬兰科学院;
关键词
polarized light; Mueller-matrix; imaging polarimetry; birefringence; cancer; polarization-singular; wavelet decomposition; ELECTROMAGNETIC-WAVES; TRANSVERSE FIELDS; DIAGNOSTICS; SCATTERING; BENIGN; IMAGES; MAPS;
D O I
10.1117/1.JBO.28.10.102903
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Significance: Mueller-matrix polarimetry is a powerful method allowing for the visualization of malformations in biological tissues and quantitative evaluation of alterations associated with the progression of various diseases. This approach, in fact, is limited in observation of spatial localization and scale-selective changes in the poly-crystalline compound of tissue samples. Aim: We aimed to improve the Mueller-matrix polarimetry approach by implementing the wavelet decomposition accompanied with the polarization-singular processing for express differential diagnosis of local changes in the poly-crystalline structure of tissue samples with various pathology. Approach: Mueller-matrix maps obtained experimentally in transmitted mode are processed utilizing a combination of a topological singular polarization approach and scale-selective wavelet analysis for quantitative assessment of the adenoma and carcinoma histological sections of the prostate tissues. Results: A relationship between the characteristic values of the Mueller-matrix elements and singular states of linear and circular polarization is established within the framework of the phase anisotropy phenomenological model in terms of linear birefringence. A robust method for expedited (up to similar to 15 min) polarimetric-based differential diagnosis of local variations in the poly-crystalline structure of tissue samples containing various pathology abnormalities is introduced. Conclusions: The benign and malignant states of the prostate tissue are identified and assessed quantitatively with a superior accuracy provided by the developed Mueller-matrix polarimetry approach. (c) The Authors. Published by SPIE under a Creative Commons Attribution 4.0 International License. Distribution or reproduction of this work in whole or in part requires full attribution of the original publication, including its DOI.
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页数:21
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