Statistical approach for diagnosing oncological diseases by blood parameters
Борис Михайлович Гавриков, Михаил Борисович Гавриков, Nadezhda Vladimirovna Pesryakova · Keldysh Institute Preprints · 2022
A mathematical method is proposed for the preliminary diagnosis of human oncological diseases of various localization by blood parameters. The authors have developed a statistical classifier based on a polynomial-regression approach and having probabilistic estimates. Training was carried out on databases of analysis of peripheral blood of cancer patients in various body systems.