Classification of bone marrow cells in the diagnosis of acute lymphoblastic leukemia
Валентин Григорьевич Никитаев, А. Н. Проничев, N N Tupitsin, Vladimir Yu. Selchuk, V. V. Dmitrieva, A. D. Palladina, E. V. Polyakov, Kirill A. Liberis, M Dzhokich, Michael A. Solomatin, Elena M. Nosova · Journal of Physics Conference Series · 2021
Abstract The paper presents approaches to automated classification of bone marrow cells in the diagnosis of acute lymphoblastic leukemia and minimal residual disease using image recognition procedures. The classification methods that show the best accuracy in the recognition of eight types of bone marrow cells were experimentally determined. Recommendations for their use are given.