Explainable artificial intelligence in deep learning neural nets-based digital images analysis
A. N. Averkin,
E. N. Volkov,
S. A. Yarushev
Abstract:This review shows the capabilities of artificial intelligence in the analysis of digital images in the field of medicine using convolutional neural networks of deep learning. A new generation of artificial intelligence systems is described with an explanation of decision-making algorithms to the user — explainable artificial intelligence (XAI). The taxonomy of the methods of explanation and the description of the methods themselves are given. The substantiation of the need to use explainable artificial intelli… Show more
Set email alert for when this publication receives citations?
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.