Kaixian Chen

According to our database1, Kaixian Chen authored at least 30 papers between 1998 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Application of ensemble learning for predicting GABAA receptor agonists.
Comput. Biol. Medicine, February, 2024

2023
Loops Mediate Agonist-Induced Activation of the Stimulator of Interferon Genes Protein.
J. Chem. Inf. Model., December, 2023

LogD7.4 prediction enhanced by transferring knowledge from chromatographic retention time, microscopic pKa and logP.
J. Cheminformatics, December, 2023

OTTM: an automated classification tool for translational drug discovery from omics data.
Briefings Bioinform., September, 2023

2022
Multi-instance learning of graph neural networks for aqueous pKa prediction.
Bioinform., 2022

2021
DrugSpaceX: a large screenable and synthetically tractable database extending drug space.
Nucleic Acids Res., 2021

A hybrid framework for improving uncertainty quantification in deep learning-based QSAR regression modeling.
J. Cheminformatics, 2021

Drug repurposing against breast cancer by integrating drug-exposure expression profiles and drug-drug links based on graph neural network.
Bioinform., 2021

2020
TransformerCPI: improving compound-protein interaction prediction by sequence-based deep learning with self-attention mechanism and label reversal experiments.
Bioinform., 2020

2019
D3Pockets: A Method and Web Server for Systematic Analysis of Protein Pocket Dynamics.
J. Chem. Inf. Model., 2019

KinomeX: a web application for predicting kinome-wide polypharmacology effect of small molecules.
Bioinform., 2019

2017
Combined Virtual Screening and Substructure Search for Discovery of Novel FABP4 Inhibitors.
J. Chem. Inf. Model., September, 2017

Machine-Learning-Assisted Approach for Discovering Novel Inhibitors Targeting Bromodomain-Containing Protein 4.
J. Chem. Inf. Model., July, 2017

2016
Discovery of Novel Inhibitors Targeting the Menin-Mixed Lineage Leukemia Interface Using Pharmacophore- and Docking-Based Virtual Screening.
J. Chem. Inf. Model., 2016

Identification of Novel Disruptor of Telomeric Silencing 1-like (DOT1L) Inhibitors through Structure-Based Virtual Screening and Biological Assays.
J. Chem. Inf. Model., 2016

2014
Halogen Bond: Its Role beyond Drug-Target Binding Affinity for Drug Discovery and Development.
J. Chem. Inf. Model., 2014

Estimation of acute oral toxicity in rat using local lazy learning.
J. Cheminformatics, 2014

In Silico target fishing: addressing a "Big Data" problem by ligand-based similarity rankings with data fusion.
J. Cheminformatics, 2014

<i>In silico</i> site of metabolism prediction for human UGT-catalyzed reactions.
Bioinform., 2014

2012
Estimation of Carcinogenicity Using Molecular Fragments Tree.
J. Chem. Inf. Model., 2012

2011
Fragment-based prediction of skin sensitization using recursive partitioning.
J. Comput. Aided Mol. Des., 2011

2009
Efficient Range Query Processing in Peer-to-Peer Systems.
IEEE Trans. Knowl. Data Eng., 2009

2008
An Improved PMF Scoring Function for Universally Predicting the Interactions of a Ligand with Protein, DNA, and RNA.
J. Chem. Inf. Model., 2008

PDTD: a web-accessible protein database for drug target identification.
BMC Bioinform., 2008

2007
Why does beta-secretase zymogen possess catalytic activity? Molecular modeling and molecular dynamics simulation studies.
Comput. Biol. Chem., 2007

2006
TarFisDock: a web server for identifying drug targets with docking approach.
Nucleic Acids Res., 2006

QSAR analyses on avian influenza virus neuraminidase inhibitors using CoMFA, CoMSIA, and HQSAR.
J. Comput. Aided Mol. Des., 2006

Mutagenic probability estimation of chemical compounds by a novel molecular electrophilicity vector and support vector machine.
Bioinform., 2006

2005
A New Rapid and Effective Chemistry Space Filter in Recognizing a Druglike Database.
J. Chem. Inf. Model., 2005

1998
A New Approach to Design Virtual Combinatorial Library with Genetic Algorithm Based on 3D Grid Property.
J. Chem. Inf. Comput. Sci., 1998


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