Shirley W. I. Siu
Artificial Intelligence in Medicine (Canada)(CA)Macao Polytechnic University(MO)
Publications by Year
Research Areas
Computational Drug Discovery Methods, Machine Learning in Bioinformatics, Protein Structure and Dynamics, vaccines and immunoinformatics approaches, Antimicrobial Peptides and Activities
Most-Cited Works
- → Optimization of the OPLS-AA Force Field for Long Hydrocarbons(2012)631 cited
- → AmPEP: Sequence-based prediction of antimicrobial peptides using distribution patterns of amino acid properties and random forest(2018)330 cited
- → Deep-AmPEP30: Improve Short Antimicrobial Peptides Prediction with Deep Learning(2020)274 cited
- → Biomolecular simulations of membranes: Physical properties from different force fields(2008)259 cited
- → Effects of Alkali Cations and Halide Anions on the DOPC Lipid Membrane(2009)162 cited
- → Recent Progress in the Discovery and Design of Antimicrobial Peptides Using Traditional Machine Learning and Deep Learning(2022)107 cited
- → xDeep-AcPEP: Deep Learning Method for Anticancer Peptide Activity Prediction Based on Convolutional Neural Network and Multitask Learning