Deep-AmPEP30: Improve Short Antimicrobial Peptides Prediction with Deep Learning

Deep-AmPEP30: Improve Short Antimicrobial Peptides Prediction with Deep Learning

Antimicrobial peptides (AMPs) are a valuable source of antimicrobial agents and a potential solution to the multi-drug resistance problem. In particular, short-length AMPs have been shown to have enhanced antimicrobial activities, higher stability, and lower toxicity to human cells. We present a sho...

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Bibliographic Details
Main Authors: Jielu Yan, Pratiti Bhadra, Ang Li, Pooja Sethiya, Longguang Qin, Hio Kuan Tai, Koon Ho Wong, Shirley W.I. Siu
Format: Article
Language:English
Published: Elsevier 2020-06-01
Series:Molecular Therapy: Nucleic Acids
Subjects:
antimicrobial peptide
drug discovery
convolutional neural network
reduced amino acid composition
machine learning
Candida glabrata
Online Access:http://www.sciencedirect.com/science/article/pii/S2162253120301323

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http://www.sciencedirect.com/science/article/pii/S2162253120301323

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