Blood Plasma Film Multifractal Scanning in COVID‐19 Consequences Diagnostics

ABSTRACT A 3D phase scanning method was applied to study blood plasma facies, generating layered polarization maps of the object field. The most sensitive parameters to changes in birefringence distribution were identified. Multifractal analysis using wavelet transforms and fractal dimension spectra...

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Bibliographic Details
Published in:Journal of biophotonics 2024-11, Vol.17 (11), p.e202400356-n/a
Main Authors: Ushenko, Alexander, Pavlyukovich, Natalia, Khukhlina, Oksana, Pavlyukovich, Olexander, Soltys, Iryna, Dubolazov, Alexander, Ushenko, Yurii, Gordey, Ivan, Zheng, Jun, Chen, Zhebo, Bin, Lin
Format: Article
Language:English
Subjects:
Algorithms
Birefringence
Blood plasma
COVID-19
COVID-19 - blood
diagnostics
Ellipticity
Fractal analysis
Fractal geometry
Fractal transforms
Fractals
Humans
Parameter identification
Parameter sensitivity
Plasma
Plasma - chemistry
Polarization
Scanning
Spectra
Wavelet Analysis
Wavelet transforms
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Summary:ABSTRACT A 3D phase scanning method was applied to study blood plasma facies, generating layered polarization maps of the object field. The most sensitive parameters to changes in birefringence distribution were identified. Multifractal analysis using wavelet transforms and fractal dimension spectra provided specific insights into the scale self‐similarity of the polarization maps. The multifractal spectra of ellipticity distributions were algorithmically derived, revealing that the third‐ and fourth‐order statistical moments were most sensitive to changes in the supramolecular networks of the facies. These findings were successfully applied to differentiate post‐COVID‐19 effects with high accuracy. A 3D phase scanning method for blood plasma facies was applied, and layered polarization maps of the object field were generated. The most sensitive parameters to changes in the birefringence distribution of the facies samples were identified. Multifractal analysis was employed to evaluate additional specific parameters, particularly the scale self‐similarity structure of the polarization maps. This analysis was based on wavelet transform methods and spectra of fractal dimensions. Multifractal spectra of ellipticity distributions in microscopic images of different phase sections of blood plasma facies were algorithmically derived.
ISSN:1864-063X
1864-0648
1864-0648
DOI:10.1002/jbio.202400356