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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Bibliographic Details
Main Authors: Pavel Latyshev, Fedor Pavlov, Alan Herbert, Maria Poptsova
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-03-01
Series:Frontiers in Big Data
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fdata.2023.1140663/full