Discovery of AMPs from random peptides via deep learning-based model and biological activity validation
Jun Du, Changyan Yang, Yabo Deng, Hai Guo, Mengyun Gu, Danna Chen, Xia Liu, Jinqi Huang, Wenjin Yan, Jian Liu
Topics & Concepts
Antimicrobial peptidesAntimicrobialPeptideChemistryDiscriminatorComputational biologyDeep learningArtificial intelligenceDefensinMachine learningBiochemistryBiologyComputer scienceOrganic chemistryTelecommunicationsDetectorAntimicrobial Peptides and ActivitiesBiochemical and Structural Characterizationvaccines and immunoinformatics approaches