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Prediction of DNA binding proteins using local features and long-term dependencies with primary sequences based on deep learning

DNA-binding proteins (DBPs) play pivotal roles in many biological functions such as alternative splicing, RNA editing, and methylation. Many traditional machine learning (ML) methods and deep learning (DL) methods have been proposed to predict DBPs. However, these methods either rely on manual featu...

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Detalles Bibliográficos
Autores principales: Li, Guobin, Du, Xiuquan, Li, Xinlu, Zou, Le, Zhang, Guanhong, Wu, Zhize
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8101451/
https://www.ncbi.nlm.nih.gov/pubmed/33986992
http://dx.doi.org/10.7717/peerj.11262