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Unsupervised domain adaptation methods for cross-species transfer of regulatory code signals

Due to advances in NGS technologies whole-genome maps of various functional genomic elements were generated for a dozen of species, however experiments are still expensive and are not available for many species of interest. Deep learning methods became the state-of-the-art computational methods to a...

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Detalles Bibliográficos
Autores principales: Latyshev, Pavel, Pavlov, Fedor, Herbert, Alan, Poptsova, Maria
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10101332/
https://www.ncbi.nlm.nih.gov/pubmed/37063486
http://dx.doi.org/10.3389/fdata.2023.1140663