BioSeq-BLM: a platform for analyzing DNA, RNA and protein sequences based on biological language models

Abstract In order to uncover the meanings of ‘book of life’, 155 different biological language models (BLMs) for DNA, RNA and protein sequence analysis are discussed in this study, which are able to extract the linguistic properties of ‘book of life’. We also extend the BLMs into a system called Bio...

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Vydáno v:	Nucleic acids research Ročník 49; číslo 22; s. e129
Hlavní autoři:	Li, Hong-Liang, Pang, Yi-He, Liu, Bin
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	England Oxford University Press 16.12.2021
Témata:	Deoxyribonuclease I DNA-Binding Proteins - chemistry Intrinsically Disordered Proteins - chemistry Methods Online MicroRNAs - chemistry Models, Statistical Natural Language Processing Nucleic Acid Conformation RNA Precursors - chemistry RNA-Binding Proteins - chemistry Sequence Analysis, DNA - methods Sequence Analysis, Protein - methods Sequence Analysis, RNA - methods Software
ISSN:	0305-1048, 1362-4962, 1362-4962
On-line přístup:	Získat plný text
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