Detection and Discrimination of Bacterial Colonies with Mueller Matrix Imaging

被引:28
|
作者
Badieyan, Saeedesadat [1 ]
Dilmaghani-Marand, Arezou [2 ]
Hajipour, Mohammad Javad [2 ,3 ]
Ameri, Ali [1 ]
Razzaghi, Mohammad Reza [4 ]
Rafii-Tabar, Hashem [1 ]
Mahmoudi, Morteza [5 ]
Sasanpour, Pezhman [1 ,6 ]
机构
[1] Shahid Beheshti Univ Med Sci, Sch Med, Dept Med Phys & Biomed Engn, Tehran, Iran
[2] Univ Tehran Med Sci, Endocrinol & Metab Populat Sci Inst, Noncommunicable Dis Res Ctr, Tehran, Iran
[3] Bushehr Univ Med Sci, Persian Gulf Biomed Sci Res Inst, Persian Gulf Marine Biotechnol Res Ctr, Bushehr, Iran
[4] Shahid Beheshti Univ Med Sci, Shohada E Tajrish Hosp, Dept Urol, Tehran, Iran
[5] Harvard Med Sch, Brigham & Womens Hosp, Dept Anesthesiol, Boston, MA 02115 USA
[6] Inst Res Fundamental Sci IPM, Sch Nanosci, Tehran, Iran
来源
SCIENTIFIC REPORTS | 2018年 / 8卷
关键词
PATHOGENIC BACTERIA; RAPID IDENTIFICATION; SCATTERING MEDIA; DENSITY; TISSUES; SURFACE;
D O I
10.1038/s41598-018-29059-5
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The polarization imaging technique is a powerful approach to probe microstructural and optical information of biological structures (e.g., tissue samples). Here, we have studied the polarization properties of different bacterial colonies in order to evaluate the possibility of bacterial detection and discrimination. In this regard, we have taken the backscattering Mueller matrix images of four different bacteria colonies (i.e., Escherichia coli, Lactobacillus rhamnosus, Rhodococcus erythropolis, and Staphylococcus aureus). Although the images have the potential to distinguish qualitatively different bacterial colonies, we explored more accurate and quantitative parameters criteria for discrimination of bacterial samples; more specifically, we have exploited the Mueller matrix polar decomposition (MMPD), frequency distribution histogram (FDH), and central moment analysis method. The outcomes demonstrated a superior capacity of Mueller matrix imaging, MMPD, and FDH in bacterial colonies identification and discrimination. This approach might pave the way for a reliable, efficient, and cheap way of identification of infectious diseases.
引用
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页数:10
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