Recent Progress in the Discovery and Design of Antimicrobial Peptides Using Traditional Machine Learning and Deep Learning

Recent Progress in the Discovery and Design of Antimicrobial Peptides Using Traditional Machine Learning and Deep Learning

Antimicrobial resistance has become a critical global health problem due to the abuse of conventional antibiotics and the rise of multi-drug-resistant microbes. Antimicrobial peptides (AMPs) are a group of natural peptides that show promise as next-generation antibiotics due to their low toxicity to...

Full description

Bibliographic Details
Main Authors: Jielu Yan, Jianxiu Cai, Bob Zhang, Yapeng Wang, Derek F. Wong, Shirley W. I. Siu
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Antibiotics
Subjects:
antimicrobial peptide
machine learning
deep learning
classification
regression
therapeutic peptide
Online Access:https://www.mdpi.com/2079-6382/11/10/1451

Internet

https://www.mdpi.com/2079-6382/11/10/1451

Similar Items