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B. M. Gavrikov, N. V. Pestryakova Statistical Classifier for Diagnosing Oncological Diseases |
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Abstract.
An approach to the diagnosis of human oncological diseases of various localization is described. For this purpose, a statistical classifier developed by the authors is used, which is based on a polynomial-regression approach and has probabilistic estimates. Training was conducted on databases of analysis of peripheral blood of cancer patients for various body systems.
Keywords:
cancer, body system, peripheral blood, classification, polynomial regression, learning set.
PP. 39-49.
DOI 10.14357/20718632230104 References
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