2022

1. Overview of frequent pattern mining
   J Ott, T Park
   Genomics & Informatics 20 (4)
2. A statistical look at the COVID-19 vaccine development and vaccine policies
   C Apio, K Han, G Heo, T Park
   Frontiers in Public Health 10, 1048062
3. MP-Lasso chart: a multi-level polar chart for visualizing group Lasso analysis of genomic data
   M Song, M Lee, T Park, M Park
   Genomics & Informatics 20 (4)
4. Effect of Ecklonia cava polyphenol on adiposity reduction is associated with gut microbiota composition in subjects with abdominal obesity: A secondary analysis
   YS Lee, S Kang, N Kang, J Yu, T Park, S Lee, O Kwon
   Journal of Functional Foods 99, 105333
5. Statistical modeling of health space based on metabolic stress and oxidative stress scores
   C Park, Y Kim, C Lee, JY Kim, O Kwon, T Park
   BMC Public Health 22 (1), 1-12
6. Machine learning models to predict the maximum severity of COVID-19 based on initial hospitalization record
   S Hwangbo, Y Kim, C Lee, S Lee, B Oh, MK Moon, SW Kim, T Park
   Frontiers in Public Health 10, 1007205
7. Combining p-values from various statistical methods for microbiome data
   H Ham, T Park
   Frontiers in Microbiology 13, 990870
8. DeepHisCoM: deep learning pathway analysis using hierarchical structural component models
   C Park, B Kim, T Park
   Briefings in Bioinformatics 23 (5), bbac171
9. Predicting preterm birth through vaginal microbiota, cervical length, and WBC using a machine learning model
   S Park, J Moon, N Kang, YH Kim, YA You, E Kwon, AZ Ansari, YM Hur, …
   Frontiers in Microbiology 13, 912853
10. MiCloud: A unified web platform for comprehensive microbiome data analysis
    W Gu, J Moon, C Chisina, B Kang, T Park, H Koh
    PLoS One 17 (8), e0272354
11. Gene‐environment interaction in type 2 diabetes in Korean cohorts: Interaction of a type 2 diabetes polygenic risk score with triglyceride and cholesterol on fasting glucose levels
    JE Lim, J Kang, TW Ha, HU Jung, DJ Kim, EJ Baek, HK Kim, JY Chung, …
    Genetic Epidemiology 46 (5-6), 285-302
12. Comparison of survival prediction models for pancreatic cancer: Cox model versus machine learning models
    H Kim, T Park, J Jang, S Lee
    Genomics & Informatics 20 (2)
13. Identification of the associations between genes and quantitative traits using entropy-based kernel density estimation
    J Yee, T Park, M Park
    Genomics & Informatics 20 (2)
14. Mathematical modeling of the impact of Omicron variant on the COVID-19 situation in South Korea
    J Oh, C Apio, T Park
    Genomics & Informatics 20 (2)
15. Bayesian analysis of longitudinal traits in the Korea Association Resource (KARE) cohort
    W Chung, H Hwang, T Park
    Genomics & Informatics 20 (2)
16. Kernel-based hierarchical structural component models for pathway analysis
    S Hwangbo, S Lee, S Lee, H Hwang, I Kim, T Park
    Bioinformatics 38 (11), 3078-3086
17. Transethnic meta-analysis of exome-wide variants identifies new loci associated with male-specific metabolic syndrome
    HS Lee, B Kim, T Park
    Genes & Genomics 44 (5), 629-636
18. Clinicopathologic and protein markers distinguishing the “polymerase epsilon exonuclease” from the “copy number low” subtype of endometrial cancer
    K Kim, S Hwangbo, H Kim, YB Kim, JH No, DH Suh, T Park
    Journal of Gynecologic Oncology 33 (3)
19. Integrative Pathway Analysis of SNP and Metabolite Data Using a Hierarchical Structural Component Model T Jung, Y Jung, MK Moon, O Kwon, GS Hwang, T Park Frontiers in Genetics 13, 814412
20. Meta-Analysis of Randomized Clinical Trials Evaluating Effectiveness of a Multivitamin Supplementation against Oxidative Stress in Healthy Subjects
    S Lee, I Huh, S Kang, Y Nam, Y Cho, M Kamruzzaman, J Hong, O Kwon, …
    Nutrients 14 (6), 1170
21. Genome-wide association study identified a novel genetic variation in HLA-DRB1 associated with drug hypersensitivity
    SY Park, AR Do, T Park, S Won, TB Kim
    Annals of Allergy, Asthma & Immunology 128 (3), 335-337
22. PATHOME-Drug: A subpathway-based polypharmacology drug-repositioning method
    S Nam, S Lee, S Park, J Lee, A Park, YH Kim, T Park
    Bioinformatics 38 (2), 444-452
23. Microbiome markers of pancreatic cancer based on bacteria-derived extracellular vesicles acquired from blood samples: A retrospective propensity score matching analysis
    KIM Jae Ri, HAN Kyulhee, HAN Youngmin, TSS Nayeon KANG, …
    Ann Hepatobiliary Pancreat Surg 26 (1), S55
24. Nonalcoholic fatty liver disease and early prediction of gestational diabetes mellitus using machine learning methods
    SM Lee, S Hwangbo, ER Norwitz, JN Koo, IH Oh, ES Choi, YM Jung, …
    Clinical and Molecular Hepatology 28 (1), 105