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KIAM Preprint № 24, Moscow, 2023
Authors: Gavrikov B.M., Gavrikov M.B., Lebedenko I.M., Pesryakova N.V.
Finding the area of localization of oncopathology according to the parameters of the patient's blood
Abstract:
A mathematical approach is described that allows, according to the blood test of a cancer patient, to locate the tumor. A statistical classifier developed by the authors is used, based on polynomial regression and having probabilistic estimates. The classifier was trained on the bases of peripheral blood of oncological patients in five different body systems.
Keywords:
cancer, body system, peripheral blood, classification, polynomial regression, training set
Publication language: russian,  pages: 14
Research direction:
Mathematical modelling in actual problems of science and technics
Russian source text:
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About authors:
  • Gavrikov Boris Mikhailovich,  orcid.org/0000-0002-5279-8005KIAM RAS
  • Gavrikov Mikhail Borisovich,  orcid.org/0000-0001-7165-8318KIAM RAS
  • Lebedenko Irina Matveevna,  orcid.org/0000-0003-0634-7841N.N.Blokhin National Medical Research Center of Oncology
  • Pesryakova Nadezhda Vladimirovna,  orcid.org/0000-0002-7227-2094ISA RAS FRC CSC RAS