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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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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Vu, Duong, Groenewald, Marizeth, Verkley, Gerard
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2020
Assuntos:
Acesso em linha: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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