An enhanced BERT model with improved local feature extraction and long-range dependency capture in promoter prediction for hearing loss

Promoter prediction has a key role in helping to understand gene regulation and in developing gene therapies for complex diseases such as hearing loss (HL). While traditional Bidirectional Encoder Representations from Transformers (BERT) models excel in capturing contextual information, they often h...

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Detalles Bibliográficos

Autores principales:	Jing Sun, Yangfan Huang, Jiale Fu, Li Teng, Xiao Liu, Xiaohua Luo
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	PeerJ Inc. 2025-08-01
Colección:	PeerJ Computer Science
Materias:	Promoter prediction Enhanced BERT CNN BiLSTM Hearing loss
Acceso en línea:	https://peerj.com/articles/cs-3104.pdf
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