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Graphical classification of DNA sequences of HLA alleles by deep learning

Alleles of human leukocyte antigen (HLA)-A DNAs are classified and expressed graphically by using artificial intelligence “Deep Learning (Stacked autoencoder)”. Nucleotide sequence data corresponding to the length of 822 bp, collected from the Immuno Polymorphism Database, were compressed to 2-dimen...

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Detalhes bibliográficos
Publicado no:Hum Cell
Main Authors: Miyake, Jun, Kaneshita, Yuhei, Asatani, Satoshi, Tagawa, Seiichi, Niioka, Hirohiko, Hirano, Takashi
Formato: Artigo
Idioma:Inglês
Publicado em: Springer Japan 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5852191/
https://ncbi.nlm.nih.gov/pubmed/29327117
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s13577-017-0194-6
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