Taesung Park

According to our database1, Taesung Park
  • authored at least 94 papers between 2003 and 2018.
  • has a "Dijkstra number"2 of four.

Timeline

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Bibliography

2018
GxGrare: gene-gene interaction analysis method for rare variants from high-throughput sequencing data.
BMC Systems Biology, 2018

2017
Analysis of clustered RNA-seq data.
IJDMB, 2017

Statistical quality control analysis of high-dimensional omics data.
IJDMB, 2017

Multivariate summary approach to omics data from crossover design with two repeated factors.
IJDMB, 2017

Generalized estimating equations with stabilized working correlation structure.
Computational Statistics & Data Analysis, 2017

CyCADA: Cycle-Consistent Adversarial Domain Adaptation.
CoRR, 2017

Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks.
CoRR, 2017

Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks.
Proceedings of the IEEE International Conference on Computer Vision, 2017

A comparison study of statistical methods for the analysis metagenome data.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

Cluster-based multifactor dimensionality reduction method to identify gene-gene interactions for quantitative traits in genome-wide studies.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

Sample size calculation for comparing multiple groups in cross-over designs.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

Risk prediction using common and rare genetic variants: Application to Type 2 diabetes.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2016
Analysis of multiple related phenotypes in genome-wide association studies.
J. Bioinformatics and Computational Biology, 2016

Conditional estimation of local pooled dispersion parameter in small-sample RNA-Seq data improves differential expression test.
J. Bioinformatics and Computational Biology, 2016

Estimating functional coupling between cancer gene sub-networks using novel interaction measures.
IJDMB, 2016

Principal variable approach to multipurpose SNP selection in genetic association studies.
IJDMB, 2016

Comparative studies for developing protein based cancer prediction model to maximise the ROC-AUC with various variable selection methods.
IJDMB, 2016

Multifactor dimensionality reduction analysis of multiple binary traits for gene-gene interaction.
IJDMB, 2016

The effect of impurity of reference peptides on normalisation in selected reaction monitoring experiments.
IJDMB, 2016

A post-hoc genome-wide association study using matched samples.
IJDMB, 2016

Statistical analysis for aggregated count data in genetic association studies.
IJDMB, 2016

A novel fuzzy set based multifactor dimensionality reduction method for detecting gene-gene interaction.
Computational Biology and Chemistry, 2016

A unified model based multifactor dimensionality reduction framework for detecting gene-gene interactions.
Bioinformatics, 2016

Gene-set association tests for next-generation sequencing data.
Bioinformatics, 2016

Pathway-based approach using hierarchical components of collapsed rare variants.
Bioinformatics, 2016

Multivariate approach to the analysis of correlated RNA-seq data.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

Quality control plot for high dimensional omics data.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

Analysis for doubly repeated omics data from crossover design.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

2015
Two simple algorithms on linear combination of multiple biomarkers to maximize partial area under the ROC curve.
Computational Statistics & Data Analysis, 2015

Family-based association analysis: a fast and efficient method of multivariate association analysis with multiple variants.
BMC Bioinformatics, 2015

VizEpis : A visualization and mapping tool for interpreting epistasis.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

Developing cancer prediction model based on stepwise selection by AUC measure for proteomics data.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

A test for detecting differentially methylated regions.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

Competitive pathway analysis using Structural Equation Models (CPA-SEM) for gene expression data.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

Genetic association tests for cigarattes per day.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

2014
Identifying disease candidate genes via large-scale gene network analysis.
IJDMB, 2014

FARVAT: a family-based rare variant association test.
Bioinformatics, 2014

Personalized identification of altered pathways in cancer using accumulated normal tissue data.
Bioinformatics, 2014

Cancer survival classification using integrated data sets and intermediate information.
Artificial Intelligence in Medicine, 2014

Case Study: A Visual Analytics System, Sapientia.
Proceedings of the HCI International 2014 - Posters' Extended Abstracts, 2014

Estimating cancer gene pathway proximity using network interaction.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

Biomarker development for pancreatic ductal adenocarcinoma using integrated analysis of mRNA and miRNA expression.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

Identifying differentially expressed genes for ordinal phenotypes.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

Multifactor dimendionality reduction analysis for gene-gene interaction of multiple binary traits.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

A normalization method for multiple reaction monitoring (MRM) data.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

Genome-wide association analysis with matched samples discloses additional novel risk loci.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

2013
Integrative analysis of time course microarray data and DNA sequence data via log-linear models for identifying dynamic transcriptional regulatory networks.
IJDMB, 2013

Multivariate generalized multifactor dimensionality reduction to detect gene-gene interactions.
BMC Systems Biology, 2013

Computational methods for cancer survival classification using intermediate information.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2013

Pathway based identification of rare mutation effect in cancer.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

2012
cuGWAM: Genome-wide Association Multifactor Dimensionality reduction using CUDA-enabled high-performance graphics processing unit.
IJDMB, 2012

Unbalanced sample size effect on genome-wide population differentiation studies.
IJDMB, 2012

Selecting SNPs for pharmacogenomic association study.
IJDMB, 2012

Phenotype prediction from genome-wide association studies: application to smoking behaviors.
BMC Systems Biology, 2012

A novel method to identify high order gene-gene interactions in genome-wide association studies: Gene-based MDR.
BMC Bioinformatics, 2012

Gene-gene interaction analysis for the survival phenotype based on the Cox model.
Bioinformatics, 2012

A data aggregation framework for cancer subtype discovery.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2012

GxG-Viztool: A program for visualizing gene-gene interactions in genetic association analysis.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2012

Identifying differential expression for RNA-seq data with no replication.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2012

Joint selection of SNPs for improving prediction in genome-wide association studies.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2012

Photometric and geometric rectification for stereoscopic images.
Proceedings of the Three-Dimensional Image Processing (3DIP) and Applications II, 2012

2011
SNP-PRAGE: SNP-based parametric robust analysis of gene set enrichment.
BMC Systems Biology, 2011

Integrated analysis of the heterogeneous microarray data.
BMC Bioinformatics, 2011

Enhanced peptide quantification using spectral count clustering and cluster abundance.
BMC Bioinformatics, 2011

Efficient and Fast Analysis for Detecting High Order Gene-by-Gene Interactions in a Genome-Wide Association Study.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011

Gene-gene interaction analysis for the survival phenotype based on the standardized residuals from parametric regression models.
Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011

CUDA-LR: CUDA-accelerated logistic regression analysis tool for gene-gene interaction for genome-wide association study.
Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011

GWAS-GMDR: A program package for genome-wide scan of gene-gene interactions with covariate adjustment based on multifactor dimensionality reduction.
Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011

A chi-square test for detecting multiple joint genetic variants in genome-wide association studies.
Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011

2010
Variable selection via combined penalization for high-dimensional data analysis.
Computational Statistics & Data Analysis, 2010

Global analysis of microarray data reveals intrinsic properties in gene expression and tissue selectivity.
Bioinformatics, 2010

Integrated analysis of the various types of microarray data using linear-mixed effects models.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010

2009
Rank-Based Clustering Analysis for the Time-Course microarray Data.
J. Bioinformatics and Computational Biology, 2009

Inference of Large-Scale Gene Regulatory Networks Using Regression-Based Network Approach.
J. Bioinformatics and Computational Biology, 2009

Identification of differentially expressed subnetworks based on multivariate ANOVA.
BMC Bioinformatics, 2009

New evaluation measures for multifactor dimensionality reduction classifiers in gene-gene interaction analysis.
Bioinformatics, 2009

Double error shrinkage method for identifying protein binding sites observed by tiling arrays with limited replication.
Bioinformatics, 2009

Clustering Method to Identify Gene Sets with Similar Expression Profiles in Adjacent Chromosomal Regions.
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009

2008
Model diagnostic plots for repeated measures data using the generalized estimating equations approach.
Computational Statistics & Data Analysis, 2008

Response projected clustering for direct association with physiological and clinical response data.
BMC Bioinformatics, 2008

Evolutionary design principles of modules that control cellular differentiation: consequences for hysteresis and multistationarity.
Bioinformatics, 2008

2007
Video bookmark based on soundtrack identification and two-stage search for interactive-television.
IEEE Trans. Consumer Electronics, 2007

Spot Intensity Ratio Statistics in Two-Channel microarray Experiments.
J. Bioinformatics and Computational Biology, 2007

Robust imputation method for missing values in microarray data.
BMC Bioinformatics, 2007

Boolean networks using the chi-square test for inferring large-scale gene regulatory networks.
BMC Bioinformatics, 2007

Log-linear model-based multifactor dimensionality reduction method to detect gene-gene interactions.
Bioinformatics, 2007

Odds ratio based multifactor-dimensionality reduction method for detecting gene-gene interactions.
Bioinformatics, 2007

2006
Combining multiple microarrays in the presence of controlling variables.
Bioinformatics, 2006

arrayQCplot: software for checking the quality of microarray data.
Bioinformatics, 2006

Bayesian Hierarchical Models for Serial Analysis of Gene Expression.
Proceedings of the Data Mining and Bioinformatics, First International Workshop, 2006

2005
Improvement of Computing Times in Boolean Networks Using Chi-square Tests.
Proceedings of the Systems Biology and Regulatory Genomics, 2005

2004
Two-stage normalization using background intensities in cDNA microarray data.
BMC Bioinformatics, 2004

2003
Evaluation of normalization methods for microarray data.
BMC Bioinformatics, 2003

Statistical tests for identifying differentially expressed genes in time-course microarray experiments.
Bioinformatics, 2003


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