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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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Foilsithe in:Sci Rep
Main Authors: Kloster, Michael, Langenkämper, Daniel, Zurowietz, Martin, Beszteri, Bánk, Nattkemper, Tim W.
Formáid: Artigo
Teanga:Inglês
Foilsithe: Nature Publishing Group UK 2020
Ábhair:
Rochtain Ar Líne: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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