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Convolutional neural networks improve fungal classification

Sequence classification plays an important role in metagenomics studies. We assess the deep neural network approach for fungal sequence classification as it has emerged as a successful paradigm for big data classification and clustering. Two deep learning-based classifiers, a convolutional neural ne...

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Detalles Bibliográficos
Publicado en:Sci Rep
Main Authors: Vu, Duong, Groenewald, Marizeth, Verkley, Gerard
Formato: Artigo
Idioma:Inglês
Publicado: Nature Publishing Group UK 2020
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC7387343/
https://ncbi.nlm.nih.gov/pubmed/32724224
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-69245-y
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