Impact of Adversarial Examples on the Efficiency of Interpretation and Use of Information from High-Tech Medical Images

In this paper we discuss the possibility of adversarial examples appearance in high-tech medical images (Computer tomography and Magnetic resonance imaging), due to the noise inherent in the technology of their formation, and therefore we suggest ways to counteract this effect. As the idea of the pa...

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Bibliographic Details
Main Authors: Aleksandra Vatian, Natalia Gusarova, Natalia Dobrenko, Sergey Dudorov, Niyaz Nigmatullin, Anatoly Shalyto, Artem Lobantsev
Format: Article
Language:English
Published: FRUCT 2019-04-01
Series:Proceedings of the XXth Conference of Open Innovations Association FRUCT
Subjects:
Online Access:https://fruct.org/publications/fruct24/files/Vat.pdf