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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Bibliographic Details

Published in:	Nucleic acids research Vol. 49; no. 22; p. e129
Main Authors:	Li, Hong-Liang, Pang, Yi-He, Liu, Bin
Format:	Journal Article
Language:	English
Published:	England Oxford University Press 16.12.2021
Subjects:	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
Online Access:	Get full text
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