Research Record

• Changes in Mental Health Among Adolescents in South Korea Before and After COVID-19: An Interrupted Time Series Analysis From 2015 to 2022 Journal of Adolescent Health, 2025, v.76 no.1, 72-79
  SCIE SSCI Scopus dColl.
• Machine learning prediction model of the treatment response in schizophrenia reveals the importance of metabolic and subjective characteristics SCHIZOPHRENIA RESEARCH, 2025, v.275, 146-155
  SCIE SSCI Scopus dColl.
• Sensitivity Analysis for Effects of Multiple Exposures in the Presence of Unmeasured Confounding BIOMETRICAL JOURNAL, 2025, v.67 no.1, e70033
  SCIE Scopus dColl.
• Bias reduction for semi-competing risks frailty model with rare events: application to a chronic kidney disease cohort study in South Korea Lifetime Data Analysis, 2024, v.30 no.2, 310-326
  SCIE Scopus dColl.
• CTGAN-Based Model to Mitigate Data Scarcity for Cost Estimation in Green Building Projects Journal of Management in Engineering, 2024, v.40 no.4, 4024024
  SCIE Scopus dColl.
• Is the Availability of Biosimilar Adalimumab Associated with Budget Savings? A Difference-in-Difference Analysis of 14 Countries BioDrugs, 2024, v.38 no.1, 133-144
  SCIE Scopus dColl.
• K-ras mutation detected by peptide nucleic acid-clamping polymerase chain reaction, Ki-67, S100P, and SMAD4 expression can improve the diagnostic accuracy of inconclusive pancreatic EUS-FNB specimens Pancreatology, 2024, v.24 no.4, 584-591
  SCIE Scopus dColl.
• Sensitivity Analysis for Effects of Multiple Exposures in the Presence of Unmeasured Confounding: Non-Gaussian and Time-to-Event Outcomes Statistics in Medicine, 2024, v.43 no.30, 5996-6025
  SCIE Scopus dColl.
• Comparing predictions among competing risks models with rare events: application to KNOW-CKD atudy—a multicentre cohort study of chronic kidney disease Scientific Reports, 2023, v.13 no.1, 13315
  SCIE Scopus dColl.
• Application of Machine Learning Classification to Improve the Performance of Vancomycin Therapeutic Drug Monitoring Pharmaceutics, 2022, v.14 no.5, 1023
  SCIE Scopus dColl.
• Multiple-Kernel Support Vector Machine for Predicting Internet Gaming Disorder Using Multimodal Fusion of PET, EEG, and Clinical Features Frontiers in Neuroscience, 2022, v.16, 856510
  SCIE Scopus dColl.
• Overall assessment for selected markers from high-throughput data Statistics in Medicine, 2022, v.41 no.30, 5830-5843
  SCIE Scopus dColl.
• Revisiting the analysis pipeline for overdispersed Poisson and binomial data Journal of Applied Statistics, 2022
  SCIE Scopus dColl.
• A review on recent advances and applications of h-likelihood method Journal of the Korean Statistical Society, 2021, v.50 no.3, 681-702
  SCIE Scopus KCI dColl.
• Identification of Major Psychiatric Disorders From Resting-State Electroencephalography Using a Machine Learning Approach FRONTIERS IN PSYCHIATRY, 2021, v.12, 707581
  SCIE SSCI Scopus dColl.
• In silico prediction of the full United Nations Globally Harmonized System eye irritation categories of liquid chemicals by IATA-like bottom-up approach of random forest method Journal of Toxicology and Environmental Health - Part A: Current Issues, 2021, v.84 no.23, 960-972
  SCIE Scopus dColl.
• Medication Adherence and Persistence of Open-Angle Glaucoma Patients in Korea: A Retrospective Study Using National Health Insurance Claims Data INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2021, v.18 no.8, 4106
  SCIE SSCI Scopus dColl.
• Pharmacokinetic comparison between a fixed-dose combination of fimasartan/amlodipine/ hydrochlorothiazide 60/10/25 mg and a corresponding loose combination of fimasartan/amlodipine 60/25 mg and hydrochlorothiazide 25 mg in healthy subjects Translational and Clinical Pharmacology, 2021, v.29 no.1, 53-64
  Scopus KCI dColl.
• Value Frameworks: Adaptation of Korean Versions of Value Frameworks for Oncology INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2021, v.18 no.6, 3139
  SCIE SSCI Scopus dColl.
• A Meta-Regression Analysis of Utility Weights for Breast Cancer: The Power of Patients' Experience INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2020 , 9412
  SCIE SSCI Scopus dColl.
• Are Recently Evaluated Drugs More Likely to Receive Positive Reimbursement Recommendations in South Korea? 11-year Experience of the South Korean Positive List System CLINICAL THERAPEUTICS, 2020, v.42 no.7, 1222-1233
  SCIE Scopus dColl.
• Associations of personality and clinical characteristics with excessive Internet and smartphone use in adolescents: A structural equation modeling approach Addictive Behaviors, 2020, v.110, 106485
  SCIE SSCI Scopus dColl.
• Clustering with varying risks of false assignments in discrete latent variable model Statistical Methods in Medical Research, 2020, v.29 no.10, 2932-2944
  SCIE Scopus dColl.
• Incidence, cost and gender differences of oropharyngeal and noncervical anogenital cancers in South Korea BMC PUBLIC HEALTH, 2020, v.20 no.1, 0
  SCIE Scopus dColl.
• Investigation of correlated internet and smartphone addiction in adolescents: Copula regression analysis International Journal of Environmental Research and Public Health, 2020, v.17 no.16, 1-12
  SCIE SSCI Scopus dColl.
• The Burden of Cervical Cancer in Korea: A Population-Based Study INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2020, v.17 no.17, 6308
  SCIE SSCI Scopus dColl.
• Genomic alterations in signet ring and mucinous patterned colorectal carcinoma PATHOLOGY RESEARCH AND PRACTICE, 2019, v.215 no.10, UNSP 152566
  SCIE Scopus dColl.
• Healthcare resource use and costs of diabetic macular oedema for patients with antivascular endothelial growth factor versus a dexamethasone intravitreal implant in Korea: a population-based study BMJ OPEN, 2019, v.9 no.9, e030930
  SCIE Scopus dColl.
• Statistical analysis of the reproducibility and predictive capacity of MCTT HCE™ eye irritation test, a me-too test method for OECD TG 492 Regulatory Toxicology and Pharmacology, 2019, v.107, 104430
  SCIE Scopus dColl.
• Distinct patterns of Internet and smartphone-related problems among adolescents by gender: Latent class analysis JOURNAL OF BEHAVIORAL ADDICTIONS, 2018, v.7 no.2, 454-465
  SCIE SSCI Scopus dColl.
• Effects of Internet and Smartphone Addictions on Depression and Anxiety Based on Propensity Score Matching Analysis INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2018, v.15 no.5
  SCIE SSCI Scopus dColl.
• Urinary Exosomal and cell-free DNA Detects Somatic Mutation and Copy Number Alteration in Urothelial Carcinoma of Bladder Scientific Reports, 2018, v.8 no.1, 14707
  SCIE Scopus dColl.
• 희소 부분 최소 제곱법을 이용한 우리나라 청소년 인터넷 중독 자료 분석 응용통계연구, 2018, v.31 no.2, 253~263
  KCI dColl.
• PC versus smartphone, what makes difference? A latent class analysis of internet and smartphone addiction in adolescents JOURNAL OF BEHAVIORAL ADDICTIONS, 2017, v.6, 68-68
  SCIE SSCI Scopus dColl.
• Comprehensive landscape of subtype-specific coding and non-coding RNA transcripts in breast cancer ONCOTARGET, 2016, v.7 no.42, 68851-68863
  SCIE Scopus dColl.
• Extended likelihood approach to multiple testing with directional error control under a hidden Markov random field model JOURNAL OF MULTIVARIATE ANALYSIS, 2016, v.151, 1-13
  SCIE Scopus dColl.
• Nonparametric estimation of the rediscovery rate Statistics in Medicine, 2016, 22 FEB 2016
  SCIE Scopus dColl.
• One CNV Discordance in NRXN1 Observed Upon Genome-wide Screening in 38 Pairs of Adult Healthy Monozygotic Twins Twin Research and Human Genetics, 2016, 22 FEB 2016, 1-7
  SCIE Scopus dColl.
• 노숙인들의 중독 및 정신건강 실태에 관한 조사 응용통계연구, 2016, v.29 no.5, 977~986
  KCI dColl.
• Integration of somatic mutation, expression and functional data reveals potential driver genes predictive of breast cancer survival BIOINFORMATICS, 2015, v.31 no.16, 2607-2613
  SCIE Scopus dColl.
• Likelihood ratio and score burden tests for detecting disease-associated rare variants Statistical Applications in Genetics and Molecular Biology, 2015, v.14 no.5
  Scopus dColl.
• Optimal likelihood-ratio multiple testing with application to Alzheimer's disease and questionable dementia BMC MEDICAL RESEARCH METHODOLOGY, 2015, v.15
  SCIE Scopus dColl.
• Rediscovery rate estimation for assessing the validation of significant findings in high-throughput studies BRIEFINGS IN BIOINFORMATICS, 2015, v.16 no.4, 563-575
  SCIE Scopus dColl.
• 일반화선형모형을 이용한 생명보험 지급금 분석: 암 발생 사고자료를 중심으로 Journal of The Korean Data Analysis Society, 2014, 제16권 6호, 3093-3106
  KCI dColl.
• [학술지논문] Changes in Mental Health Among Adolescents in South Korea Before and After COVID-19: An Interrupted Time Series Analysis From 2015 to 2022 JOURNAL OF ADOLESCENT HEALTH, 2025, v.76 no.1 , 72-79
  SSCI
• [학술지논문] Sensitivity Analysis for Effects of Multiple Exposures in the Presence of Unmeasured Confounding Biometrical Journal, 2025, v.67 no.1 , 70033-70033
  Scopus
• [학술지논문] Bias reduction for semi-competing risks frailty model with rare events: application to a chronic kidney disease cohort study in South Korea LIFETIME DATA ANALYSIS, 2024, v.30 no.2 , 310-326
  SCIE
• [학술지논문] CTGAN-Based Model to Mitigate Data Scarcity for Cost Estimation in Green Building Projects JOURNAL OF MANAGEMENT IN ENGINEERING, 2024, v.40 no.4 , 1-17
  SCIE
• [학술지논문] Is the Availability of Biosimilar Adalimumab Associated with Budget Savings? A Difference-in-Difference Analysis of 14 Countries BIODRUGS, 2024, v.38 no.1 , 133-144
  SCIE
• [학술지논문] Sensitivity Analysis for Effects of Multiple Exposures in the Presence of Unmeasured Confounding: Non-Gaussian and Time-to-Event Outcomes STATISTICS IN MEDICINE, 2024, v.43 no.30 , 5996-6025
  SCIE
• [학술지논문] Comparing predictions among competing risks models with rare events: application to KNOW-CKD atudy-a multicentre cohort study of chronic kidney disease SCIENTIFIC REPORTS, 2023, v.13 no.1 , 13315-13315
  SCIE
• [학술지논문] Overall assessment for selected markers from high-throughput data STATISTICS IN MEDICINE, 2022, v.41 no.30 , 5830-5843
  SCI
• [학술지논문] Identification of Major Psychiatric Disorders From Resting-State Electroencephalography Using a Machine Learning Approach FRONTIERS IN PSYCHIATRY, 2021, v.12 no.0 , 707581-707581
  SSCI
• [학술지논문] Are Recently Evaluated Drugs More Likely to Receive Positive Reimbursement Recommendations in South Korea? 11-year Experience of the South Korean Positive List System CLINICAL THERAPEUTICS, 2020, v.42 no.7 , 1222-1233
  SCI
• [학술지논문] Associations of personality and clinical characteristics with excessive Internet and smartphone use in adolescents: A structural equation modeling approach ADDICTIVE BEHAVIORS, 2020, v.110 no.0 , 106485-106485
  SSCI
• [학술지논문] Clustering with varying risks of false assignments in discrete latent variable model STATISTICAL METHODS IN MEDICAL RESEARCH, 2020, v.29 no.10 , 2932-2944
  SCI
• [학술지논문] Incidence, cost and gender differences of oropharyngeal and noncervical anogenital cancers in South Korea BMC PUBLIC HEALTH, 2020, v.20 no.1 , 1-11
  SCIE
• [학술지논문] Investigation of Correlated Internet and Smartphone Addiction in Adolescents: Copula Regression Analysis INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2020, v.17 no.16 , 5806-5806
  SSCI

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Work Experience