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Style transfer with variational autoencoders is a promising approach to RNA-Seq data harmonization and analysis
N. Russkikh, View ORCID ProfileD. Antonets, View ORCID ProfileD. Shtokalo, A. Makarov, A. Zakharov, E. Terentyev
doi: https://doi.org/10.1101/791962
N. Russkikh
1AcademGene LLC, Novosibirsk, Russia
2A.P.Ershov institute of informatics systems SB RAS, Novosibirsk, Russia
D. Antonets
1AcademGene LLC, Novosibirsk, Russia
2A.P.Ershov institute of informatics systems SB RAS, Novosibirsk, Russia
3State Research Center of Virology and Biotechnology “Vector” Rospotrebnadzor, Koltsovo, Russia
D. Shtokalo
1AcademGene LLC, Novosibirsk, Russia
2A.P.Ershov institute of informatics systems SB RAS, Novosibirsk, Russia
4Cancer Research Foundation, Moscow, Russia
A. Makarov
1AcademGene LLC, Novosibirsk, Russia
A. Zakharov
4Cancer Research Foundation, Moscow, Russia
E. Terentyev
4Cancer Research Foundation, Moscow, Russia
Posted October 03, 2019.
Style transfer with variational autoencoders is a promising approach to RNA-Seq data harmonization and analysis
N. Russkikh, D. Antonets, D. Shtokalo, A. Makarov, A. Zakharov, E. Terentyev
bioRxiv 791962; doi: https://doi.org/10.1101/791962
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