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

• मुख्य लेखकों: Jielu Yan (लेखक), Jianxiu Cai (लेखक), Bob Zhang (लेखक), Yapeng Wang (लेखक), Derek F. Wong (लेखक), Shirley W. I. Siu (लेखक)
• स्वरूप: पुस्तक
• प्रकाशित: MDPI AG, 2022-10-01T00:00:00Z.
• विषय: article
• ऑनलाइन पहुंच: Connect to this object online.

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...