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Bacterial Peptide Display for the Selection of Novel Biotinylating Enzymes
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[An antibacterial peptides recognition method based on BERT and Text-CNN]

Xiaofang Xu1,2, Chunde Yang1, Kunxian Shu3

  • 1The School of Computer Science and Technology, Chongqing University of Posts and Telecommunications Chongqing 400065, China.

Sheng Wu Gong Cheng Xue Bao = Chinese Journal of Biotechnology
|May 8, 2023
PubMed
Summary

Antimicrobial peptides (AMPs) offer a promising alternative to antibiotics due to their broad-spectrum activity and low resistance. This study introduces a novel computational tool using natural language processing for accurate AMP recognition, improving upon existing methods.

Keywords:
antibacterial peptideslanguage modelpre-trainingprotein

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