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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...

पूर्ण विवरण

में बचाया:
ग्रंथसूची विवरण
में प्रकाशित:BMC Bioinformatics
मुख्य लेखकों: Fioravanti, Diego, Giarratano, Ylenia, Maggio, Valerio, Agostinelli, Claudio, Chierici, Marco, Jurman, Giuseppe, Furlanello, Cesare
स्वरूप: Artigo
भाषा:Inglês
प्रकाशित: BioMed Central 2018
विषय:
ऑनलाइन पहुंच:https://ncbi.nlm.nih.gov/pmc/articles/PMC5850953/
https://ncbi.nlm.nih.gov/pubmed/29536822
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-018-2033-5
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