Classification of Structural and Functional Development Stage of Cardiomyocytes Using Machine Learning Techniques

Classification of Structural and Functional Development Stage of Cardiomyocytes Using Machine Learning Techniques

The study is dedicated to the problem of classification of structural and functional development stage of cardiomyocytes derived from the induced pluripotent stem cells with application of the digital image processing methods and machine learning algorithms, in particular, neural networks. Cell reg...

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Bibliographic Details
Main Authors: V. R. Bondarev, K. O. Ivanko, N. G. Ivanushkina
Format: Article
Language:English
Published: Igor Sikorsky Kyiv Polytechnic Institute 2024-12-01
Series:Vìsnik Nacìonalʹnogo Tehnìčnogo Unìversitetu Ukraïni Kììvsʹkij Polìtehnìčnij Ìnstitut: Serìâ Radìotehnìka, Radìoaparatobuduvannâ
Subjects:
cardiomyocyte
stem cells
image processing
machine learning
machine learning problem
classification
Online Access:http://doi.radap.kpi.ua/article/view/327426
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