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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
Autores principales: Vu, Duong, Groenewald, Marizeth, Verkley, Gerard
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7387343/
https://www.ncbi.nlm.nih.gov/pubmed/32724224
http://dx.doi.org/10.1038/s41598-020-69245-y