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A deep learning method for predicting the minimum inhibitory concentration of antimicrobial peptides against Escherichia coli using Multi-Branch-CNN and Attention Review article
2023
Authors:  Yan, Jielu;  Zhang, Bob;  Zhou, Mingliang;  Campbell-Valois, François Xavier;  Siu, Shirley W.I.
Favorite | TC[WOS]:3 TC[Scopus]:5  IF:5.0/6.1 | Submit date：2024/01/02
Antimicrobial Peptides  Deep Learning  Drug Discovery  Minimum Inhibitory Concentrations  Regression  
Recent Progress in the Discovery and Design of Antimicrobial Peptides Using Traditional Machine Learning and Deep Learning Journal article
Yan, Jielu, Cai, Jianxiu, Zhang, Bob, Wang, Yapeng, Wong, Derek F., Siu, Shirley W.I.. Recent Progress in the Discovery and Design of Antimicrobial Peptides Using Traditional Machine Learning and Deep Learning[J]. Antibiotics-Basel, 2022, 11(10), 1451.
Authors:  Yan, Jielu;  Cai, Jianxiu;  Zhang, Bob;  Wang, Yapeng;  Wong, Derek F.; et al.
Favorite | TC[WOS]:37 TC[Scopus]:41  IF:4.3/4.6 | Submit date：2022/11/07
Antimicrobial Peptide  Machine Learning  Deep Learning  Classification  Regression  Therapeutic Peptide  Medicine  
3D Human Pose Estimation via Spatio-Temporal Matching from Monocular RGB Images Journal article
Yan, Jielu, Zhou, Ming Liang, Fang, Bin, Xu, Ke. 3D Human Pose Estimation via Spatio-Temporal Matching from Monocular RGB Images[J]. International Journal of Pattern Recognition and Artificial Intelligence, 2022, 36(12), 2255017.
Authors:  Yan, Jielu;  Zhou, Ming Liang;  Fang, Bin;  Xu, Ke
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:0.9/1.0 | Submit date：2023/01/30
3d Human Pose Estimation  Convolution Neural Network  Shape Base  Time Base  
Multi-Branch-CNN: Classification of ion channel interacting peptides using multi-branch convolutional neural network Journal article
Yan, Jielu, Zhang, Bob, Zhou, Mingliang, Kwok, Hang Fai, Siu, Shirley W.I.. Multi-Branch-CNN: Classification of ion channel interacting peptides using multi-branch convolutional neural network[J]. Computers in Biology and Medicine, 2022, 147, 105717.
Authors:  Yan, Jielu;  Zhang, Bob;  Zhou, Mingliang;  Kwok, Hang Fai;  Siu, Shirley W.I.
Favorite | TC[WOS]:13 TC[Scopus]:14  IF:7.0/6.7 | Submit date：2022/08/01
Classification  Deep Learning  Drug Discovery  Ion Channel  Multi-branch-cnn  Peptides  
Recent Advances in 3D Human Pose Estimation: From Optimization to Implementation and beyond Review article
2022
Authors:  Yan, Jielu;  Zhou, Mingliang;  Pan, Jinli;  Yin, Meng;  Fang, Bin
Favorite | TC[WOS]:6 TC[Scopus]:7  IF:0.9/1.0 | Submit date：2022/05/17
3d Human Pose Estimation  Deep Learning  Multi-person  Pictorial Structure  Unsupervised  
Receptive Field Fusion RetinaNet for Object Detection Journal article
Huang, He, Feng, Yong, Zhou, Ming Liang, Qiang, Baohua, Yan, Jielu, Wei, Ran. Receptive Field Fusion RetinaNet for Object Detection[J]. JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS, 2021, 30(10), 2150184.
Authors:  Huang, He;  Feng, Yong;  Zhou, Ming Liang;  Qiang, Baohua;  Yan, Jielu; et al.
Favorite | TC[WOS]:6 TC[Scopus]:8  IF:0.9/0.9 | Submit date：2021/12/08
Multi-scale  Nms  Object Detection  One-stage Detector  Receptive Field  
Deep-AmPEP30: Improve Short Antimicrobial Peptides Prediction with Deep Learning Journal article
Yan,Jielu, Bhadra,Pratiti, Li,Ang, Sethiya,Pooja, Qin,Longguang, Tai,Hio Kuan, Wong,Koon Ho, Siu,Shirley W.I.. Deep-AmPEP30: Improve Short Antimicrobial Peptides Prediction with Deep Learning[J]. Molecular Therapy - Nucleic Acids, 2020, 20, 882-894.
Authors:  Yan,Jielu;  Bhadra,Pratiti;  Li,Ang;  Sethiya,Pooja;  Qin,Longguang; et al.
Favorite | TC[WOS]:136 TC[Scopus]:150  IF:6.5/6.7 | Submit date：2021/03/04
Ampep  Ampicillin  Antimicrobial Peptide  Axpep  Candida Glabrata  Convolutional Neural Network  Drug Discovery  Machine Learning  Reduced Amino Acid Composition  
AmPEP: Sequence-based prediction of antimicrobial peptides using distribution patterns of amino acid properties and random forest Journal article
Pratiti Bhadra, Jielu Yan, Jinyan Li, Simon Fong, Shirley W. I. Siu. AmPEP: Sequence-based prediction of antimicrobial peptides using distribution patterns of amino acid properties and random forest[J]. SCIENTIFIC REPORTS, 2018, 8.
Authors:  Pratiti Bhadra;  Jielu Yan;  Jinyan Li;  Simon Fong;  Shirley W. I. Siu
Favorite | TC[WOS]:166 TC[Scopus]:184  IF:3.8/4.3 | Submit date：2018/10/30