The intellectualized system of Jones-Mueller-matrix mapping of the optically thin (attenuation coefficient τ≤ 0,1 ) blood plasma films with intellectualized analysis (based on the Decision tree method), for differentiating such samples to "norma" and "fibroadenoma" proposed for the first time. Proposed method of intellectual analysis are classical method for the linear data classification with the "teacher" and the means of decision support. Using the statistical analysis, statistical moments for every coordinate distributions were obtained and they are as diagnostic features in the database. The obtained results has a “high” authenticity in terms of evidence-based medicine.
A fibroadenoma diagnosing of breast using statistical analysis (determination and analysis of statistical moments of the 1st-4th order) of the obtained polarization images of Jones matrix imaginary elements of the optically thin (attenuation coefficient τ ≤ 0,1 ) blood plasma films with further intellectual differentiation based on the method of “fuzzy” logic and discriminant analysis were proposed. The accuracy of the intellectual differentiation of blood plasma samples to the "norm" and "fibroadenoma" of breast was 82.7% by the method of linear discriminant analysis, and by the "fuzzy" logic method is 95.3%. The obtained results allow to confirm the potentially high level of reliability of the method of differentiation by "fuzzy" analysis.
The combined method of Jones-Mueller matrix mapping and blood plasma films analysis based on the system that
proposed in this paper. Based on the obtained data about the structure and state of blood plasma samples the diagnostic
conclusions can be make about the state of breast cancer patients (“normal” or “pathology”). Then, by using the statistical
analysis obtain statistical and correlational moments for every coordinate distributions; these indicators are served as diagnostic
criterias. The final step is to comparing results and choosing the most effective diagnostic indicators. The paper
presents the results of Mueller-Jones matrix mapping of optically thin (attenuation coefficient ,τ≤0,1) blood plasma layers.
The application field of using the Mueller-matrix polarizing reconstruction system of phase structure of biological layer for optical-anisotropic parameters differentiation of histological sections of healthy and rat’s liver with hepatitis were investigated. Comparison of system informativity with known systems on indexes of sensitivity, specificity and balanced accuracy were performed.
The polarizing phase meter system of polycrystalline networks of human blood plasma which is used for the mammary gland pathology diagnostics was proposed in this paper. Increasing the accuracy of the phase value determination was achieved using a combination of low coherent source of radiation and circularly polarized probing of biological object. Thus, high informativity of polarizing phase meter system for the diagnosis of breast pathology using the phase mapping of the human blood plasma films were determined, thereafter statistical, correlational, fractal structure analysis of the obtained phase maps was carried out and the quantitative criterias of the phase diagnostics and differentiation of the breast pathological conditions were determined too.
Multifunctional automated system of 2D laser polarimetry of biological tissues with enhanced functional capabilities
is proposed. Two-layer optically thin (attenuation coefficient τ ≤ 0,1 ) biological structures, formed by "muscle tissue
(MT) - the dermis of the skin (DS)" histological cryosections for the two physiological states (normal - dystrophy) were
investigated. Complex of objective indexes which characterized by 2D polarization reproduced distributions under the
following criteria: histograms of the distributions; statistical moments of the 1st - 4th order; autocorrelation functions;
correlation moments; power spectra logarithmic dependencies of the distributions; fractal dimensions of the distributions;
spectra moments are presented.
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