Explainable deep learning and virtual evolution identifies antimicrobial peptides with activity against multidrug-resistant human pathogens
Beilun Wang, Peijun Lin, Yi Zhong, Xiao Tan, Yangyang Shen, Yi Huang, Kai Jin, Yan Zhang, Ying Zhan, Dian Shen, Meng Wang, Zhou Yu, Yihan Wu
Topics & Concepts
Antimicrobial peptidesAcinetobacter baumanniiIn silicoAntimicrobialEnterococcus faeciumBiologyEscherichia coliMicrobiologyMultiple drug resistanceKlebsiella pneumoniaeComputational biologyBacteriaDrug resistanceAntibioticsBiochemistryGeneGeneticsPseudomonas aeruginosaAntimicrobial Peptides and ActivitiesBiochemical and Structural CharacterizationMachine Learning in Bioinformatics