Yuzong Chen
Orcid: 0000-0002-5473-8022Affiliations:
- National University of Singapore
According to our database1,
Yuzong Chen
authored at least 64 papers
between 2002 and 2023.
Collaborative distances:
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Bibliography
2023
Deep learning of 2D-Restructured gene expression representations for improved low-sample therapeutic response prediction.
Comput. Biol. Medicine, September, 2023
Infrared Spectral Analysis for Prediction of Functional Groups Based on Feature-Aggregated Deep Learning.
J. Chem. Inf. Model., August, 2023
Enhanced metagenomic deep learning for disease prediction and consistent signature recognition by restructured microbiome 2D representations.
Patterns, January, 2023
Toward ordered -omics data science: Researchers on the magic of turning metagenomic chaos into image-like patterns.
Patterns, January, 2023
NPASS database update 2023: quantitative natural product activity and species source database for biomedical research.
Nucleic Acids Res., January, 2023
Nucleic Acids Res., January, 2023
2022
Therapeutic target database update 2022: facilitating drug discovery with enriched comparative data of targeted agents.
Nucleic Acids Res., 2022
<i>In silico</i> approaches uncovering the systematic function of <i>N</i>-phosphorylated proteins in human cells.
Comput. Biol. Medicine, 2022
Briefings Bioinform., 2022
2021
Out-of-the-box deep learning prediction of pharmaceutical properties by broadly learned knowledge-based molecular representations.
Nat. Mach. Intell., 2021
Histopathology classification and localization of colorectal cancer using global labels by weakly supervised deep learning.
Comput. Medical Imaging Graph., 2021
Erratum to: LARMD: integration of bioinformatic resources to profile ligand-driven protein dynamics with a case on the activation of estrogen receptor.
Briefings Bioinform., 2021
2020
Therapeutic target database 2020: enriched resource for facilitating research and early development of targeted therapeutics.
Nucleic Acids Res., 2020
LARMD: integration of bioinformatic resources to profile ligand-driven protein dynamics with a case on the activation of estrogen receptor.
Briefings Bioinform., 2020
Consistent gene signature of schizophrenia identified by a novel feature selection strategy from comprehensive sets of transcriptomic data.
Briefings Bioinform., 2020
ANPELA: analysis and performance assessment of the label-free quantification workflow for metaproteomic studies.
Briefings Bioinform., 2020
Clinical trials, progression-speed differentiating features and swiftness rule of the innovative targets of first-in-class drugs.
Briefings Bioinform., 2020
2019
Nucleic Acids Res., 2019
CoRR, 2019
2018
NPASS: natural product activity and species source database for natural product research, discovery and tool development.
Nucleic Acids Res., 2018
Therapeutic target database update 2018: enriched resource for facilitating bench-to-clinic research of targeted therapeutics.
Nucleic Acids Res., 2018
2017
Nucleic Acids Res., 2017
A protein network descriptor server and its use in studying protein, disease, metabolic and drug targeted networks.
Briefings Bioinform., 2017
2016
Therapeutic target database update 2016: enriched resource for bench to clinical drug target and targeted pathway information.
Nucleic Acids Res., 2016
2015
CFam: a chemical families database based on iterative selection of functional seeds and seed-directed compound clustering.
Nucleic Acids Res., 2015
2014
Nucleic Acids Res., 2014
A prediction model of drug-induced ototoxicity developed by an optimal support vector machine (SVM) method.
Comput. Biol. Medicine, 2014
2012
Therapeutic target database update 2012: a resource for facilitating target-oriented drug discovery.
Nucleic Acids Res., 2012
Prediction of human major histocompatibility complex class II binding peptides by continuous kernel discrimination method.
Artif. Intell. Medicine, 2012
2011
Update of PROFEAT: a web server for computing structural and physicochemical features of proteins and peptides from amino acid sequence.
Nucleic Acids Res., 2011
Effect of training data size and noise level on support vector machines virtual screening of genotoxic compounds from large compound libraries.
J. Comput. Aided Mol. Des., 2011
An Integrated Mathematical Model of Thrombin-, Histamine-and VEGF-Mediated Signalling in Endothelial Permeability.
BMC Syst. Biol., 2011
2010
<i>In silico</i> prediction and screening of gamma-secretase inhibitors by molecular descriptors and machine learning methods.
J. Comput. Chem., 2010
Identification of small molecule aggregators from large compound libraries by support vector machines.
J. Comput. Chem., 2010
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010
2009
Nucleic Acids Res., 2009
Virtual Screening of Abl Inhibitors from Large Compound Libraries by Support Vector Machines.
J. Chem. Inf. Model., 2009
J. Comput. Chem., 2009
Simulation of DNA electrophoresis in systems of large number of solvent particles by coarse-grained hybrid molecular dynamics approach.
J. Comput. Chem., 2009
Simulation of crosstalk between small GTPase RhoA and EGFR-ERK signaling pathway via MEKK1.
Bioinform., 2009
2008
Evaluation of Virtual Screening Performance of Support Vector Machines Trained by Sparsely Distributed Active Compounds.
J. Chem. Inf. Model., 2008
2007
BMC Bioinform., 2007
2006
PROFEAT: a web server for computing structural and physicochemical features of proteins and peptides from amino acid sequence.
Nucleic Acids Res., 2006
J. Chem. Inf. Model., 2006
Prediction of the functional class of metal-binding proteins from sequence derived physicochemical properties by support vector machine approach.
BMC Bioinform., 2006
Prediction of Transmembrane Proteins from Their Primary Sequence by Support Vector Machine Approach.
Proceedings of the Computational Intelligence and Bioinformatics, 2006
2005
Prediction of Cytochrome P450 3A4, 2D6, and 2C9 Inhibitors and Substrates by Using Support Vector Machines.
J. Chem. Inf. Model., 2005
Effect of Selection of Molecular Descriptors on the Prediction of Blood-Brain Barrier Penetrating and Nonpenetrating Agents by Statistical Learning Methods.
J. Chem. Inf. Model., 2005
Comput. Biol. Medicine, 2005
2004
MoViES: molecular vibrations evaluation server for analysis of fluctuational dynamics of proteins and nucleic acids.
Nucleic Acids Res., 2004
J. Chem. Inf. Model., 2004
Effect of Molecular Descriptor Feature Selection in Support Vector Machine Classification of Pharmacokinetic and Toxicological Properties of Chemical Agents.
J. Chem. Inf. Model., 2004
2003
SVM-Prot: web-based support vector machine software for functional classification of a protein from its primary sequence.
Nucleic Acids Res., 2003
2002
Comput. Chem., 2002