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ANALYSIS OF BIOLOGICAL OBJECTS BY DIGITAL OPTICAL MICROSCOPY USING NEURAL NETWORKS

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dc.contributor.authorTupitsyn, N. N.
dc.contributor.authorPaladina, A. D.
dc.contributor.authorNikitaev, V. G.
dc.contributor.authorPronichev, A. N.
dc.contributor.authorDmitrieva, V. V.
dc.contributor.authorPolyakov, E. V.
dc.contributor.authorLiberis, K. A.
dc.contributor.authorGrigorieva, M. S.
dc.contributor.authorНикитаев, Валентин Григорьевич
dc.contributor.authorПроничев, Александр Николаевич
dc.contributor.authorДмитриева, Валентина Викторовна
dc.contributor.authorПоляков, Евгений Валерьевич
dc.contributor.authorГригорьева, Мария Сергеевна
dc.date.accessioned2024-11-30T00:01:57Z
dc.date.available2024-11-30T00:01:57Z
dc.date.issued2021
dc.description.abstract© 2021, Allerton Press, Inc.Abstract: An interdisciplinary (physics, biology, medicine, computer science) problem of recognizing bone marrow cells for the diagnosis of acute leukemia and minimal residual disease is considered. The use of neural networks for determining cell classes in a microscopic image of a bone marrow preparation is considered. Images are formed in transmitted light. The structure of the neural network and image sample for experimental studies are presented. The structure of the neural network is refined based on the experimental results. The accuracy characteristics of the developed system are determined.
dc.format.extentС. 332-336
dc.identifier.citationANALYSIS OF BIOLOGICAL OBJECTS BY DIGITAL OPTICAL MICROSCOPY USING NEURAL NETWORKS / Tupitsyn, N.N. [et al.] // Bulletin of the Lebedev Physics Institute. - 2021. - 48. - № 10. - P. 332-336. - 10.3103/S1068335621100080
dc.identifier.doi10.3103/S1068335621100080
dc.identifier.urihttps://www.doi.org/10.3103/S1068335621100080
dc.identifier.urihttps://www.scopus.com/record/display.uri?eid=2-s2.0-85120179758&origin=resultslist
dc.identifier.urihttp://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=Alerting&SrcApp=Alerting&DestApp=WOS_CPL&DestLinkType=FullRecord&UT=WOS:000723645600008
dc.identifier.urihttps://openrepository.mephi.ru/handle/123456789/25046
dc.relation.ispartofBulletin of the Lebedev Physics Institute
dc.titleANALYSIS OF BIOLOGICAL OBJECTS BY DIGITAL OPTICAL MICROSCOPY USING NEURAL NETWORKS
dc.typeArticle
dspace.entity.typePublication
oaire.citation.issue10
oaire.citation.volume48
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