msBERT-Promoter: a multi-scale ensemble predictor based on BERT pre-trained model for the two-stage prediction of DNA promoters and their strengths

Abstract Background A promoter is a specific sequence in DNA that has transcriptional regulatory functions, playing a role in initiating gene expression. Identifying promoters and their strengths can provide valuable information related to human diseases. In recent years, computational methods have...

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Bibliografiska uppgifter

Huvudupphov:	Yazi Li, Xiaoman Wei, Qinglin Yang, An Xiong, Xingfeng Li, Quan Zou, Feifei Cui, Zilong Zhang
Materialtyp:	Artigo
Språk:	Inglês
Utgiven:	BMC 2024-05-01
Serie:	BMC Biology
Ämnen:	DNA promoters Pre-trained model BERT Soft voting Two-stage predictor
Länkar:	https://doi.org/10.1186/s12915-024-01923-z
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