Identifying differentially expressed genes for ordinal phenotypes. - Yongkang Kim; Taesung Park (BIBM, 2014)

Biomarker development for pancreatic ductal adenocarcinoma using integrated analysis of mRNA and miRNA expression. - Min-Seok Kwon; Yongkang Kim; Seungyeoun Lee; Junghyun Namkung; Taegyun Yun; Sung-Gon Yi; Sangjo Han; Meejoo Kang; Sun Whe Kim; Jin-Young Jang; Taesung Park (BIBM, 2014)

Developing cancer prediction model based on stepwise selection by AUC measure for proteomics data. - Yongkang Kim; Seungyeoun Lee; Min-Seok Kwon; Ahrum Na; Yonghwan Choi; Sung-Gon Yi; Junghyun Namkung; Sangjo Han; Meejoo Kang; Sun Whe Kim; Jin-Young Jang; Yikwon Kim; et al. (BIBM, 2015)

VizEpis : A visualization and mapping tool for interpreting epistasis. - Min-Seok Kwon; Sungyoung Lee 002; Yongkang Kim; Taesung Park (BIBM, 2015)

Quality control plot for high dimensional omics data. - Gyu-Tae Kim; Yongkang Kim; Min-Seok Kwon; Taesung Park (BIBM, 2016)

Comparative studies for developing protein based cancer prediction model to maximise the ROC-AUC with various variable selection methods. - Yongkang Kim; Min-Seok Kwon; Yonghwan Choi; Sung-Gon Yi; Junghyun Namkung; Sangjo Han; Wooil Kwon; Sun Whe Kim; Jin-Young Jang; Hyunsoo Kim; Youngsoo Kim; Seungyeoun Lee; et al. (Int. J. Data Min. Bioinform., 2016)

Statistical quality control analysis of high-dimensional omics data. - Yongkang Kim; Gyu-Tae Kim; Min-Seok Kwon; Taesung Park (Int. J. Data Min. Bioinform., 2017)

Detecting population structures by independent component analysis. - Mira Park 002; Eunbin Choi; Yongkang Kim; Taesung Park (BIBM, 2018)

Topological data analysis can extract subgroups with high incidence rates of Type 2 diabetes. - Hyung Sun Kim; Changwoo Yi; Yongkang Kim; Uhnmee Park; Woong Kook; Hyuk Kim; Taesung Park (BIBM, 2018)

Unified Cox model based multifactor dimensionality reduction method for gene-gene interaction analysis of the survival phenotype. - Seungyeoun Lee; Donghee Son; Yongkang Kim; Wenbao Yu; Taesung Park (BioData Min., 2018)

Hierarchical structural component modeling of microRNA-mRNA integration analysis. - Yongkang Kim; Sungyoung Lee 002; Sungkyoung Choi; Jin-Young Jang; Taesung Park (BMC Bioinform., 2018)

Pathway-based approach using hierarchical components of rare variants to analyze multiple phenotypes. - Sungyoung Lee 002; Yongkang Kim; Sungkyoung Choi; Heungsun Hwang; Taesung Park (BMC Bioinform., 2018)

HisCoM-GGI: Hierarchical structural component analysis of gene-gene interactions. - Sungkyoung Choi; Sungyoung Lee 002; Yongkang Kim; Heungsun Hwang; Taesung Park (J. Bioinform. Comput. Biol., 2018)

Topological data analysis can extract sub-groups with high incidence rates of Type 2 diabetes. - Hyung Sun Kim; Changwoo Yi; Yongkang Kim; Uhnmee Park; Woong Kook; Bermseok Oh; Hyuk Kim; Taesung Park (Int. J. Data Min. Bioinform., 2019)

Exploratory analysis for detecting population structures by iterative pruning based on independent component analysis. - Mira Park 002; Eunbin Choi; Heonsu Lee; Yongkang Kim; Taesung Park (Int. J. Data Min. Bioinform., 2019)