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Deep learning-based diatom taxonomy on virtual slides

Deep convolutional neural networks are emerging as the state of the art method for supervised classification of images also in the context of taxonomic identification. Different morphologies and imaging technologies applied across organismal groups lead to highly specific image domains, which need c...

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Detalles Bibliográficos
Publicado en:Sci Rep
Main Authors: Kloster, Michael, Langenkämper, Daniel, Zurowietz, Martin, Beszteri, Bánk, Nattkemper, Tim W.
Formato: Artigo
Idioma:Inglês
Publicado: Nature Publishing Group UK 2020
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC7468105/
https://ncbi.nlm.nih.gov/pubmed/32879374
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-71165-w
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