Article

Discovering Novel Antimicrobial Peptides in Generative Adversarial Network

2021-11-23

Abstract excerpt

<h4>ABSTRACT</h4> Due to the growing number of clinical antibiotic resistance cases in recent years, novel antimicrobial peptides (AMPs) can become ideal for next-generation antibiotics. This study trained a deep convolutional generative adversarial network (GAN) with known AMPs to generate novel AMP candidates. The quality of the GAN-designed peptides was evaluated in silico , and eight of them named GAN-pep 1∼...

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Literature Corpus work: 047f347f-9082-59ae-a3a6-ee68e73c9664
DOI: 10.1101/2021.11.22.469634

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