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

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-...

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Detalles Bibliográficos
Autores principales: Yakimovich, Artur, Huttunen, Moona, Samolej, Jerzy, Clough, Barbara, Yoshida, Nagisa, Mostowy, Serge, Frickel, Eva-Maria, Mercer, Jason
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Society for Microbiology 2020
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7485691/
https://www.ncbi.nlm.nih.gov/pubmed/32907956
http://dx.doi.org/10.1128/mSphere.00836-20

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7485691/
https://www.ncbi.nlm.nih.gov/pubmed/32907956
http://dx.doi.org/10.1128/mSphere.00836-20

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