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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Main Authors: | Artur Yakimovich, Moona Huttunen, Jerzy Samolej, Barbara Clough, Nagisa Yoshida, Serge Mostowy, Eva-Maria Frickel, Jason Mercer |
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Format: | article |
Language: | EN |
Published: |
American Society for Microbiology
2020
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Subjects: | |
Online Access: | https://doaj.org/article/d26b0508dfde4b1581e6233c5ef9daa5 |
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