System for neural network recognition of malignant pigmented skin neoplasms with image pre-processing

The article presents a system for the recognition of malignant pigmented skin neoplasms with a preliminary processing stage. Image pre-processing consists of removing hair structures from images, as well as resizing images and their further augmentation. Augmentation made it possible to increase the...

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Veröffentlicht in:	Journal of physics. Conference series Jg. 2052; H. 1; S. 12023 - 12031
Hauptverfasser:	Lyakhova, U A, Lyakhov, P A, Abdulkadirov, R I, Efimenko, G A, Romanov, S A, Kaplun, D I
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	IOP Publishing 01.11.2021
ISSN:	1742-6588, 1742-6596
Online-Zugang:	Volltext
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