Mimicry Embedding Facilitates Advanced Neural Network Training for Image-Based Pathogen Detection
Mimicry Embedding Facilitates Advanced Neural Network Training for Image-Based Pathogen Detection
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United States: American Society for Microbiology
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Language
English
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United States: American Society for Microbiology
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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 architecture-based analysis of pathogen imaging data sets. Embe...
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Mimicry Embedding Facilitates Advanced Neural Network Training for Image-Based Pathogen Detection
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TN_cdi_doaj_primary_oai_doaj_org_article_d26b0508dfde4b1581e6233c5ef9daa5
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_d26b0508dfde4b1581e6233c5ef9daa5
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ISSN
2379-5042
E-ISSN
2379-5042
DOI
10.1128/mSphere.00836-20
