Predicting gene regulatory regions with a convolutional neural network for processing double-strand genome sequence information.

With advances in sequencing technology, a vast amount of genomic sequence information has become available. However, annotating biological functions particularly of non-protein-coding regions in genome sequences without experiments is still a challenging task. Recently deep learning-based methods we...

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Bibliographic Details
Main Authors: Koh Onimaru, Osamu Nishimura, Shigehiro Kuraku
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2020-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0235748