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Deciphering microbial gene function using natural language processing

Revealing the function of uncharacterized genes is a fundamental challenge in an era of ever-increasing volumes of sequencing data. Here, we present a concept for tackling this challenge using deep learning methodologies adopted from natural language processing (NLP). We repurpose NLP algorithms to...

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Podrobná bibliografie
Hlavní autoři: Miller, Danielle, Stern, Adi, Burstein, David
Médium: Online Článek Text
Jazyk:English
Vydáno: Nature Publishing Group UK 2022
Témata:
On-line přístup:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9523054/
https://www.ncbi.nlm.nih.gov/pubmed/36175448
http://dx.doi.org/10.1038/s41467-022-33397-4