DNA promoter task-oriented dictionary mining and prediction model based on natural language technology

Abstract Promoters are essential DNA sequences that initiate transcription and regulate gene expression. Precisely identifying promoter sites is crucial for deciphering gene expression patterns and the roles of gene regulatory networks. Recent advancements in bioinformatics have leveraged deep learn...

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Bibliografski detalji
Glavni autori: Ruolei Zeng, Zihan Li, Jialu Li, Qingchuan Zhang
Format: Članak
Jezik:English
Izdano: Nature Portfolio 2025-01-01
Serija:Scientific Reports
Online pristup:https://doi.org/10.1038/s41598-024-84105-9