Analytical and Computer Polarization-Correlation Processing of Brest Tumors’ Laser Fields for Cancer Detection
Автор: Yuriy Ushenko, Valentina Dvorzhak, Oleksandr Dubolazov, Oleksandr Ushenko, Ivan Mikirin, Zhengbing Hu
Журнал: International Journal of Image, Graphics and Signal Processing @ijigsp
Статья в выпуске: 6 vol.15, 2023 года.
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A new local-topological approach to describe the spatial and angular distributions of polarization parameters of multiply scattered optically anisotropic biological layers of laser fields is considered. A new analytical parameter to describe the local polarization structure of a set of points of coherent object fields, the degree of local depolarization (DLD), is introduced for the first time. The experimental scheme and the technique of measuring coordinate distributions (maps) of DLD The new method of local polarimetry was experimentally tested on histological specimens of biopsy sections of operatively extracted breast tumors. The measured DLD maps were processed using statistical, autocorrelation and scale-sampling approaches. Markers for differential diagnosis of benign (fibroadenoma) and malignant (sarcoma) breast tumors were defined.
Local degree of depolarization, coherence, scattering, biological tissue, optical anisotropy, cancer
Короткий адрес: https://sciup.org/15018846
IDR: 15018846 | DOI: 10.5815/ijigsp.2023.06.04
Список литературы Analytical and Computer Polarization-Correlation Processing of Brest Tumors’ Laser Fields for Cancer Detection
- S. Mallat, “A theory for multiresolution signal decomposition: the wavelet representation,” IEEE Trans. Pattern Anal. Mach. Intell. 11(7), 674–693 (1989).
- Ghosh, N. Tissue polarimetry: concepts, challenges, applications, and outlook. J. Biomed. Opt. 16, 110801 (2011).
- Jacques, S. L. Polarized light imaging of biological tissues. in Handbook of Biomedical Optics2 (eds. Boas, D., Pitris, C. & Ramanujam, N.) 649–669 (CRC Press, 2011).
- Vitkin, A., Ghosh, N. & de Martino, A. Tissue Polarimetry. in Photonics: Scientific Foundations, Technology and Applications (ed. Andrews, D. L.) 239–321 (John Wiley & Sons, Ltd, 2015).
- P O Angelsky, A G Ushenko, etc. The singular approach for processing polarization-inhomogeneous laser images of blood plasma layers, Journal of Optics, 2013, Volume 15, Number 4.
- Vasyl P Pishak, Alexander G Ushenko, etc. “Polarization structure of biospeckle fields in crosslinked tissues of a human organism: 1. Vector structure of skin biospeckles”, Proceedings Volume 3317, International Conference on Correlation Optics; (1997) https://doi.org/10.1117/12.295715.
- Volodimir Ushenko, Anton Sdobnov, Anna Syvokorovskaya, et.al. 3D Mueller-Matrix Diffusive Tomography of Polycrystalline Blood Films for Cancer Diagnosis//Photonics 2018, 5(4), 54.
- N. I. Zabolotna, S. V. Pavlov, etc. “System of the phase tomography of optically anisotropic polycrystalline films of biological fluids,” Proceedings Volume 9166, Biosensing and Nanomedicine VII, 916616 (2014).
- O. G Ushenko, A. V. Dubolazov, etc. “Wavelet analysis for polarization inhomogeneous laser images of blood plasma”, Proceedings Volume 8338, Tenth International Conference on Correlation Optics; 83381H (2011).
- Romuald Jóźwicki, Krzysztof Patorski et.al. Automatic polarimetric system for early medical diagnosis by biotissue testing Optica Applicata, Vol. XXXII, No. 4, 2002.
- Motahareh Peyvasteh, Liliya Tryfonyuk, etc. “3D Mueller-matrix-based azimuthal invariant tomography of polycrystalline structure within benign and malignant soft-tissue tumours”, 2020, Laser Physics Letters, 17 (11), 115606.
- Hassan, D. K., Suhaimi, H., Bilad, M. R., & Abas, P. E. (2023). Automated Cell Counting using Image Processing. International Journal of Computing, 22(3), 302-310.
- Anton Sdobnov, Volodymir A. Ushenko, etc. Mueller-matrix imaging polarimetry elevated by wavelet decomposition and polarization-singular processing for analysis of specific cancerous tissue pathology, J. Biomed. Opt. 28(10), 102903 (2023), doi: 10.1117/1.JBO.28.10.102903.
- Atam Kumar, Hafiz Karim Bux Indher, Ali Gul, Rab Nawaz, "Analysis of Risk Factors for Work-related Musculoskeletal Disorders: A Survey Research", International Journal of Engineering and Manufacturing, Vol.12, No.6, pp. 1-13, 2022.
- Ushenko, V.A., Hogan, B.T., etc. “3D Mueller matrix mapping of layered distributions of depolarisation degree for analysis of prostate adenoma and carcinoma diffuse tissues”, 2021, Scientific Reports, 11 (1), 5162.
- Y. Meyer, Wavelets: Algorithms and Applications, Society for Industrial and Applied Mathematics (SIAM), Philadelphia (1993).
- Trifonyuk, L., Sdobnov, A., etc. “Differential Mueller matrix imaging of partially depolarizing optically anisotropic biological tissues”, 2020, Lasers in Medical Science, 35 (4), pp. 877-891.
- Chakre, R. R., & Patil, D. V. (2023). Classification of Brain Tumor using Dendritic Cell-Squirrel Search Algorithm in a Parallel Environment. International Journal of Computing, 22(3), 389-396. https://doi.org/10.47839/ijc.22.3.3235.
- Farzin Salmasi, Mohammad Taghi Sattari, Halit Apaydin, " Mathematical Based Implicit and Explicit Finite Difference Techniques for Solving the Ground Water Flow Equations Using Spreadsheets", International Journal of Mathematical Sciences and Computing, Vol.8, No.4, pp. 1-14, 2022.
- Borovkova, M., Trifonyuk, L., etc. “Mueller-matrix-based polarization imaging and quantitative assessment of optically anisotropic polycrystalline networks”, 2019, PLoS ONE, 14 (5), e0214494.
- Gholam Reza Moghissi, Ali Payandeh, "Revised Method for Sampling Coefficient Vector of GNR-enumeration Solution", International Journal of Mathematical Sciences and Computing, Vol.8, No.3, pp. 1-20, 2022.
- Borovkova, M., Peyvasteh, M., etc. “Complementary analysis of Mueller-matrix images of optically anisotropic highly scattering biological tissues”, 2018, Journal of the European Optical Society, 14 (1), 20.
- Ushenko, V.A., Sdobnov, A.Y., etc. “Biomedical applications of Jones-matrix tomography to polycrystalline films of biological fluids”, 2019, Journal of Innovative Optical Health Sciences, 12 (6), 1950017.
- Beam coherence polarization matrix / F. Gori, M. Santarsiero, S. Vicalvi, R. Borghi, G. Guattari // Pure Appl. Opt. – 1998. – Vol. 7. – P. 941-951.
- J. Tervo, T. Setala, A. Friberg, “Two-point Stokes parameters: interpretation and properties," Optics Letters 34(20), 3074 - 3076 (2009).