Antimicrobial peptide identification using multi-scale convolutional network

Antimicrobial peptide identification using multi-scale convolutional network

Abstract Background Antibiotic resistance has become an increasingly serious problem in the past decades. As an alternative choice, antimicrobial peptides (AMPs) have attracted lots of attention. To identify new AMPs, machine learning methods have been commonly used. More recently, some deep learnin...

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Bibliographic Details
Main Authors: Xin Su, Jing Xu, Yanbin Yin, Xiongwen Quan, Han Zhang
Format: Article
Language:English
Published: BMC 2019-12-01
Series:BMC Bioinformatics
Subjects:
Multi-scale convolutional network
Antimicrobial peptide
Deep learning
Fusion model
Online Access:https://doi.org/10.1186/s12859-019-3327-y

Internet

https://doi.org/10.1186/s12859-019-3327-y

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