Publication: Classification of bone marrow cells in the diagnosis of acute lymphoblastic leukemia
Дата
2021
Авторы
Tupitsin, N. N.
Selchuk, V. Yu.
Palladina, A. D.
Nosova, E. M.
Nikitaev, V. G.
Pronichev, A. N.
Dmitrieva, V. V.
Polyakov, E. V.
Liberis, K. A.
Dzhokich, M.
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© 2021 Institute of Physics Publishing. All rights reserved.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.
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Classification of bone marrow cells in the diagnosis of acute lymphoblastic leukemia / Tupitsin, N.N. [et al.] // Journal of Physics: Conference Series. - 2021. - 2058. - № 1. - 10.1088/1742-6596/2058/1/012043