selected publications
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conference proceeding
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Analysis of significant protein abundance from multiple reaction-monitoring data.
BMC Systems Biology.
2018
- Detecting population structures by independent component analysis. Proceedings. IEEE International Conference on Bioinformatics and Biomedicine. 1784-1787. 2018
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HisCoM-GGI: Hierarchical structural component analysis of gene-gene interactions.
Journal of Bioinformatics and Computational Biology.
2018
- Topological data analysis can extract subgroups with high incidence rates of Type 2 diabetes. Proceedings. IEEE International Conference on Bioinformatics and Biomedicine. 1758-1758. 2018
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Meta-Qtest: meta-analysis of quadratic test for rare variants.
BMC Medical Genomics.
2018
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Pathway analysis of rare variants for the clustered phenotypes by using hierarchical structured components analysis.
BMC Medical Genomics.
2018
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Hierarchical structural component modeling of microRNA-mRNA integration analysis.
BMC Bioinformatics.
2018
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Pathway-based approach using hierarchical components of rare variants to analyze multiple phenotypes.
BMC Bioinformatics.
2018
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Association Study of Melatonin Pathway Genes With Seasonality and Circadian Preference in Bipolar Disorder.
Biological Psychiatry.
S288-S288.
2017
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Genetic Variations Within Acyl-CoA Synthetase Bubblegum Family Member 1(ACSBG1) Gene Showed a Genome-Widely Significant Association With a Phenotype Dimension Characterized by Bulimic and Anxiety Comorbidities in Subjects With Bipolar Disorders.
Biological Psychiatry.
S289-S289.
2017
- Qualify Control Plot for High Dimensional Omics Data. Proceedings. IEEE International Conference on Bioinformatics and Biomedicine. 1763-1766. 2016
- Developing cancer prediction model based on stepwise selection by AUC measure for proteomics data. Proceedings. IEEE International Conference on Bioinformatics and Biomedicine. 1345-1350. 2015
- VizEpis : A visualization and mapping tool for interpreting epistasis. Proceedings. IEEE International Conference on Bioinformatics and Biomedicine. 1363-1366. 2015
- Biomarker development for pancreatic ductal adenocarcinoma using integrated analysis of mRNA and miRNA expression. Proceedings. IEEE International Conference on Bioinformatics and Biomedicine. 2014
- Identifying differentially expressed genes for ordinal phenotypes. Proceedings. IEEE International Conference on Bioinformatics and Biomedicine. 2014
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Analysis of significant protein abundance from multiple reaction-monitoring data.
BMC Systems Biology.
2018
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journal article
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Diagnostic model for pancreatic cancer using a multi-biomarker panel.
Annals of surgical treatment and research.
144-153.
2021
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HisCoM-PAGE: Hierarchical Structural Component Models for Pathway Analysis of Gene Expression Data.
Genes.
2019
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Psychopathologic structure of bipolar disorders: exploring dimensional phenotypes, their relationships, and their associations with bipolar I and II disorders.
Psychological Medicine.
2177-2185.
2019
- Exploratory analysis for detecting population structures by iterative pruning based on independent component analysis. International Journal of Data Mining and Bioinformatics. 61-74. 2019
- Topological data analysis can extract sub-groups with high incidence rates of Type 2 diabetes. International Journal of Data Mining and Bioinformatics. 44-60. 2019
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Unified Cox model based multifactor dimensionality reduction method for gene-gene interaction analysis of the survival phenotype.
BioData Mining.
2018
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New Common and Rare Variants Influencing Metabolic Syndrome and Its Individual Components in a Korean Population.
Scientific Reports.
2018
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Sequence data and association statistics from 12,940 type 2 diabetes cases and controls (vol 4, 170179, 2017).
Scientific Data.
2018
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Diagnostic performance enhancement of pancreatic cancer using proteomic multimarker panel (vol 8, pg 93117, 2017).
Oncotarget.
5514-5514.
2018
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Effects of genetic variants of &ITST8SIA2&IT and &ITNCAM1&IT genes on seasonal mood changes and circadian preference in the general population.
Chronobiology International: the journal of biological and medical rhythm research.
405-415.
2018
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Data Descriptor: Sequence data and association statistics from 12,940 type 2 diabetes cases and controls.
Scientific Data.
2017
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Proposed Nomogram Predicting the Individual Risk of Malignancy in the Patients With Branch Duct Type Intraductal Papillary Mucinous Neoplasms of the Pancreas.
Annals of Surgery.
1062-1068.
2017
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Diagnostic performance enhancement of pancreatic cancer using proteomic multimarker panel.
Oncotarget.
93117-93130.
2017
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Serum fibronectin distinguishes the early stages of hepatocellular carcinoma.
Scientific Reports.
2017
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Long-term response to mood stabilizer treatment and its clinical correlates in patients with bipolar disorders: a retrospective observational study.
International Journal of Bipolar Disorders.
2017
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Association between the zinc finger protein 804A (ZNF804A) gene and the risk of schizophrenia and bipolar I disorder across diagnostic boundaries.
Bipolar Disorders: an international journal of psychiatry and neurosciences.
305-313.
2017
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Ceruloplasmin as a prognostic marker in patients with bile duct cancer.
Oncotarget.
29028-29037.
2017
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Rare variant association test with multiple phenotypes.
Genetic Epidemiology.
198-209.
2017
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Integrative analysis of multi-omics data for identifying multi-markers for diagnosing pancreatic cancer (vol 16, S4, 2015).
BMC Genomics.
2017
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Calibration of High-Density Lipoprotein Cholesterol Values From the Korea National Health and Nutrition Examination Survey Data, 2008 to 2015.
Annals of laboratory medicine.
1-8.
2017
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Statistical quality control analysis of high-dimensional omics data.
International Journal of Data Mining and Bioinformatics.
210-222.
2017
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Using the Generalized Index of Dissimilarity to Detect Gene-Gene Interactions in Multi-Class Phenotypes.
PLoS One.
2016
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The genetic architecture of type 2 diabetes.
Nature.
41-+.
2016
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A Model-Based Joint Identification of Differentially Expressed Genes and Phenotype-Associated Genes.
PLoS One.
2016
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Biomarker Development for Intraductal Papillary Mucinous Neoplasms Using Multiple Reaction Monitoring Mass Spectrometry.
Journal of Proteome Research.
100-113.
2016
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Comparative studies for developing protein based cancer prediction model to maximise the ROC-AUC with various variable selection methods.
International Journal of Data Mining and Bioinformatics.
64-76.
2016
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beta-Caryophyllene potently inhibits solid tumor growth and lymph node metastasis of B16F10 melanoma cells in high-fat diet-induced obese C57BL/6N mice.
Carcinogenesis.
1028-1039.
2015
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Integrative analysis of multi-omics data for identifying multi-markers for diagnosing pancreatic cancer.
BMC Genomics.
2015
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Robust Gene-Gene Interaction Analysis in Genome Wide Association Studies.
PLoS One.
2015
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A Comparative Study on Multifactor Dimensionality Reduction Methods for Detecting Gene-Gene Interactions with the Survival Phenotype.
BioMed Research International.
2015
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Benzyl Isothiocyanate Suppresses High-Fat Diet-Stimulated Mammary Tumor Progression via the Alteration of Tumor Microenvironments in Obesity-Resistant BALB/c Mice.
Molecular Carcinogenesis.
72-82.
2015
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Manikin Families Representing Obese Airline Passengers in the US.
Journal of Healthcare Engineering.
479-504.
2014
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Practical Issues in Screening and Variable Selection in Genome-Wide Association Analysis.
Cancer Informatics.
55-65.
2014
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Diagnostic model for pancreatic cancer using a multi-biomarker panel.
Annals of surgical treatment and research.
144-153.
2021