Journal of cheminformatics
PepGraphormer: an ESM-GAT hybrid deep learning framework for antimicrobial peptide prediction.
Changhang Lin, Shuwen Xiong, Jinjin Li, Feifei Cui, Zilong Zhang, Hua Shi, Leyi Wei
Published: 202610.1186/s13321-025-01144-8
Abstract
The prediction of Antimicrobial Peptides (AMPs) is a critical research area in drug discovery. Traditional methods, which rely on sequence alignment or handcrafted features, often fail to capture complex sequence-function relationships. Recently, Lar…
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