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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Vydáno v:Hum Cell
Hlavní autoři: Miyake, Jun, Kaneshita, Yuhei, Asatani, Satoshi, Tagawa, Seiichi, Niioka, Hirohiko, Hirano, Takashi
Médium: Artigo
Jazyk:Inglês
Vydáno: Springer Japan 2018
Témata:
Rapid Communication
On-line přístup: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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