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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Detalhes bibliográficos

Principais autores:	Jing Sun, Yangfan Huang, Jiale Fu, Li Teng, Xiao Liu, Xiaohua Luo
Formato:	Artigo
Idioma:	Inglês
Publicado em:	PeerJ Inc. 2025-08-01
Colecção:	PeerJ Computer Science
Assuntos:	Promoter prediction Enhanced BERT CNN BiLSTM Hearing loss
Acesso em linha:	https://peerj.com/articles/cs-3104.pdf
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