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Antimicrobial Peptide Discovery
Artificial intelligence-driven antimicrobial peptide discovery
Published:8/21/2023
Antimicrobial Peptide DiscoveryGenerative and Discriminative ModelsAI-Assisted Drug DesignControlled Sequence GenerationPeptide Activity and Toxicity Prediction
This paper reviews AIdriven discriminative and generative methods for controlled antimicrobial peptide discovery, enhancing activity and safety to tackle antibiotic resistance effectively.
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AI-DrivenAntimicrobialPeptideDiscovery:MiningandGeneration
Antimicrobial Peptide DiscoveryAntimicrobial Peptide Generative ModelsActivity and Toxicity PredictionAI-Based Drug DesignAntimicrobial Resistance Countermeasures
This review highlights AIdriven mining and generative models that predict and design antimicrobial peptides, accelerating discovery of effective, safe therapies to combat antimicrobial resistance and emphasizing AI’s vital role in biomedical innovation.
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