StackDPPIV: A novel computational approach for accurate prediction of dipeptidyl peptidase IV (DPP-IV) inhibitory peptides

Phasit Charoenkwan,Chanin Nantasenamat,Md Mehedi Hasan,Mohammad Ali Moni,Pietro Lio',Balachandran Manavalan,Watshara Shoombuatong

Methods（2022）

引用 26|浏览8

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摘要

•We present a novel stacked approach for identifying DPP-IV inhibitory peptides.•A feature representation learning method was employed to generate new features.•StackDPPIV was superior to its baseline models and the existing method.•The StackDPPIV web server was established and made freely available online.

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关键词

Dipeptidyl peptidase IV inhibition,Peptide,Bioinformatics,Machine learning,Stacking strategy,Feature representation learning

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