Mimicry Embedding Facilitates Advanced Neural Network Training for Image-Based Pathogen Detection

ABSTRACT The use of deep neural networks (DNNs) for analysis of complex biomedical images shows great promise but is hampered by a lack of large verified data sets for rapid network evolution. Here, we present a novel strategy, termed “mimicry embedding,” for rapid application of neural network arch...

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Autores principales: Artur Yakimovich, Moona Huttunen, Jerzy Samolej, Barbara Clough, Nagisa Yoshida, Serge Mostowy, Eva-Maria Frickel, Jason Mercer
Formato: article
Lenguaje:EN
Publicado: American Society for Microbiology 2020
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Acceso en línea:https://doaj.org/article/d26b0508dfde4b1581e6233c5ef9daa5
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