DeepQSP: Identification of Quorum Sensing Peptides Through Neural Network Model

DeepQSP: Identification of Quorum Sensing Peptides Through Neural Network Model

Quorum Sensing Peptides (QSP) are small molecules crucial for microbial communication, enabling bacterial populations to coordinate behaviors such as biofilm formation and virulence. The identification of QSP is vital for understanding these biological processes. While existing clinical and lab-base...

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Bibliographic Details
Main Authors: Md. Ashikur Rahman, Md. Mamun Ali, Kawsar Ahmed, Imran Mahmud, Francis M. Bui, Li Chen, Santosh Kumar, Mohammad Ali Moni
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Results in Engineering
Subjects:
Quorum sensing peptide
Convolutional neural network
Latent semantic analysis
Microorganisms
Bioengineering
Online Access:http://www.sciencedirect.com/science/article/pii/S2590123024011332
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