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

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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Bibliographic Details
Main Authors: Jing Sun, Yangfan Huang, Jiale Fu, Li Teng, Xiao Liu, Xiaohua Luo
Format: Article
Language:English
Published: PeerJ Inc. 2025-08-01
Series:PeerJ Computer Science
Subjects:
Promoter prediction
Enhanced BERT
CNN
BiLSTM
Hearing loss
Online Access:https://peerj.com/articles/cs-3104.pdf
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