DeepMC-iNABP: Deep learning for multiclass identification and classification of nucleic acid-binding proteins

Nucleic acid-binding proteins (NABPs), including DNA-binding proteins (DBPs) and RNA-binding proteins (RBPs), play vital roles in gene expression. Accurate identification of these proteins is crucial. However, there are two existing challenges: one is the problem of ignoring DNA- and RNA-binding pro...

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Autori principali: Feifei Cui, Shuang Li, Zilong Zhang, Miaomiao Sui, Chen Cao, Abd El-Latif Hesham, Quan Zou
Natura: Artigo
Lingua:Inglês
Pubblicazione: Elsevier 2022-01-01
Serie:Computational and Structural Biotechnology Journal
Soggetti:
Deep learning
Multiclass classification
DNA-binding protein
RNA-binding protein
Nucleic acid-binding protein
Accesso online:http://www.sciencedirect.com/science/article/pii/S2001037022001465
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