Combined algorithm for bone age determination based on hand X-rays analysis

In this paper, we investigate the urgent problem associated with bone age determination using hand X-rays. A combined algorithm for the recognition of radiographs is proposed, which uses simultaneous two neural network models, based on Xception and DenseNet169. The method allows to generalize the kn...

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Bibliographic Details
Main Authors: Alexander M. Nedzved, Ivan I. Kosik, Ryhor M. Karapetsian
Format: Article
Language:Belarusian
Published: Belarusian State University 2020-07-01
Series: Журнал Белорусского государственного университета: Математика, информатика
Subjects:
Online Access:https://journals.bsu.by/index.php/mathematics/article/view/2972