Identification of potent antimicrobial peptides via a machine-learning pipeline that mines the entire space of peptide sequences
Junjie Huang, Yanchao Xu, Yunfan Xue, Yue Huang, Xu Li, Xiaohui Chen, Yao Xu, Dongxiang Zhang, Peng Zhang, Junbo Zhao, Jian Ji
Topics & Concepts
Antimicrobial peptidesPipeline (software)PeptideComputational biologyAntimicrobialArtificial intelligenceIdentification (biology)Machine learningChemical spaceRanking (information retrieval)Computer scienceBiologyDrug discoveryBioinformaticsBiochemistryMicrobiologyBotanyProgramming languageAntimicrobial Peptides and Activitiesvaccines and immunoinformatics approachesBiochemical and Structural Characterization