Sequence-based peptide identification, generation, and property prediction with deep learning: a review
Xumin Chen, Chen Li, Matthew T. Bernards, Yao Shi, Qing Shao, Yi He
Abstract
This article reviews recent work that uses deep learning algorithms to identify and generate functional peptides as well as predict their biological properties.
Topics & Concepts
Deep learningIdentification (biology)Artificial intelligenceComputer scienceProperty (philosophy)Sequence (biology)Machine learningComputational biologyBiologyBiochemistryPhilosophyEpistemologyBotanyMachine Learning in Bioinformaticsvaccines and immunoinformatics approachesChemical Synthesis and Analysis