Jielu Yan

AmPEP: Sequence-based prediction of antimicrobial peptides using distribution patterns of amino acid properties and random forest

Pratiti Bhadra, Jielu Yan, Jinyan Li et al. · Scientific Reports · 2018 · 315 citations · Full text

Deep-AmPEP30: Improve Short Antimicrobial Peptides Prediction with Deep Learning

Jielu Yan, Pratiti Bhadra, Ang Li et al. · Molecular Therapy — Nucleic Acids · 2020 · 262 citations · Full text

Multi-Branch-CNN: Classification of ion channel interacting peptides using multi-branch convolutional neural network

Jielu Yan, Bob Zhang, Mingliang Zhou et al. · Computers in Biology and Medicine · 2022 · 25 citations

Engineering, Ion Channel, Peptide Library +7

A deep learning method for predicting the minimum inhibitory concentration of antimicrobial peptides against <i>Escherichia coli</i> using Multi-Branch-CNN and Attention

Jielu Yan, Bob Zhang, Mingliang Zhou et al. · mSystems · 2023 · 23 citations · Full text

BERT-AmPEP60: A BERT-Based Transfer Learning Approach to Predict the Minimum Inhibitory Concentrations of Antimicrobial Peptides for <i>Escherichia coli</i> and <i>Staphylococcus aureus</i>

Jianxiu Cai, Jielu Yan, Chon-Wai Un et al. · Journal of Chemical Information and Modeling · 2025 · 14 citations · Full text