Phylogenetic convolutional neural networks in metagenomics

BACKGROUND: Convolutional Neural Networks can be effectively used only when data are endowed with an intrinsic concept of neighbourhood in the input space, as is the case of pixels in images. We introduce here Ph-CNN, a novel deep learning architecture for the classification of metagenomics data bas...

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Detalles Bibliográficos
Autores principales: Fioravanti, Diego, Giarratano, Ylenia, Maggio, Valerio, Agostinelli, Claudio, Chierici, Marco, Jurman, Giuseppe, Furlanello, Cesare
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5850953/
https://www.ncbi.nlm.nih.gov/pubmed/29536822
http://dx.doi.org/10.1186/s12859-018-2033-5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5850953/
https://www.ncbi.nlm.nih.gov/pubmed/29536822
http://dx.doi.org/10.1186/s12859-018-2033-5

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