이화여자대학교

Donghwan Lee Associate Professor

Department of Statistics/Department of Data Science/HOKMA College of General Education

이동환 프로필 사진 
Donghwan Lee is an associate professor in the department of statistics at Ewha Womans University, South Korea. His research interests are in the development of statistical models and the application of high throughput data analysis.
  • Department Chair, Statistics
  • Science Building B #B519
  • 02-3277-2300
Research Record
  • 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.
  • 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] 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 , 04024024-04024024
    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] 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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Courses

  • 2024-2nd

    • Analysis of Life Science Data

      • Subject No 32866Class No 01
      • 3Year ( 3Credit , 3Hour) Tue 3~3 (SCI-) , Thu 2~2 (101)
        • 영문계획안

    • Statistics Internship

      • Subject No 38910Class No 01
      • 4Year ( 9Credit

    • Statistics Internship Ⅱ

      • Subject No 38918Class No 01
      • Year ( 3Credit

    • Generalized Linear Models

      • Subject No G11893Class No 01
      • Year ( 3Credit , 3Hour) Tue 5~6 (D109)
        • 영문계획안

    • K-MOOC:Educational Data Science

  • 2024-1st

    • HOKMA Seminar 강의 계획서 상세보기

      • Subject No 11302Class No 15
      • 1Year ( 1Credit Tue 7~7 (ECC)

    • Regression Analysis

      • Subject No 20657Class No 01
      • 2Year ( 3Credit , 3Hour) Tue 5~5 (SCI-) , Thu 6~6 (102)
        • 영문계획안

    • Statistics Internship

      • Subject No 38910Class No 01
      • 4Year ( 9Credit

    • Statistical Consulting & Practice Ⅰ 강의 계획서 상세보기

      • Subject No G11812Class No 01
      • Year ( 3Credit , 3Hour) Tue 1~1 (D106) , Thu 1~1 (D106)

    • Causal Inference 강의 계획서 상세보기

      • Subject No G18682Class No 01
      • Year ( 3Credit , 3Hour) Thu 2~3 (D106)

    • K-MOOC:Educational Data Science

  • 2023-2nd

    • Categorical Data Analysis

      • Subject No 36858Class No 01
      • 4Year ( 3Credit , 3Hour) Tue 3~3 (POSCO261) , Thu 2~2 (POSCO261)
        • 영문계획안

    • Generalized Linear Models

      • Subject No G11893Class No 01
      • Year ( 3Credit , 3Hour) Tue 5~6 (D109)
        • 영문계획안

    • K-MOOC:Educational Data Science

    • Statistics for Data Science 강의 계획서 상세보기

      • Subject No IDS102Class No 01
      • Year ( 3Credit , 3Hour) Sat 3~3 (ECC-)

    • Advanced Statistics for Data Science 강의 계획서 상세보기

      • Subject No IDS107Class No 01
      • Year ( 3Credit , 3Hour) Sat 2~2 (ECC-)

  • 2023-1st

    • HOKMA Seminar 강의 계획서 상세보기

      • Subject No 11302Class No 16
      • 1Year ( 1Credit Tue 7~7 (SCI-)

    • Multivariate Statistical Analysis

      • Subject No 20636Class No 01
      • 4Year ( 3Credit , 3Hour) Tue 6~6 (SCI-) , Thu 4~4 (101)
        • 영문계획안

    • Advanced Linear Models 강의 계획서 상세보기

      • Subject No G11834Class No 01
      • Year ( 3Credit , 3Hour) Tue 2~3 (D108)

    • K-MOOC:Educational Data Science

    • Statistics for Data Science 강의 계획서 상세보기

      • Subject No IDS102Class No 01
      • Year ( 3Credit , 3Hour) Sat 3~3 (ECC-)

  • 2022-2nd

    • Self-Challenge Design I

    • Self-Challenge Design II

    • Self-Challenge Design III

    • Categorical Data Analysis

      • Subject No 36858Class No 01
      • 4Year ( 3Credit , 3Hour) Mon 3~3 (POSCO464) , Wed 2~2 (POSCO464)
        • 영문계획안

    • Generalized Linear Models

      • Subject No G11893Class No 01
      • Year ( 3Credit , 3Hour) Tue 2~3 (D106)
        • 영문계획안

    • K-MOOC:Educational Data Science

    • Statistics for Data Science 강의 계획서 상세보기

      • Subject No IDS102Class No 01
      • Year ( 3Credit , 3Hour) Sat 3~3 (ECC-)

    • Advanced Statistics for Data Science 강의 계획서 상세보기

      • Subject No IDS107Class No 01
      • Year ( 3Credit , 3Hour) Sat 2~2 (ECC-)

  • 2022-1st

    • Analysis of Life Science Data

      • Subject No 32866Class No 01
      • 3Year ( 3Credit , 3Hour) Tue 3~3 (SCI-AA) , Thu 2~2 (101)
        • 영문계획안

    • Advanced Linear Models

      • Subject No G11834Class No 01
      • Year ( 3Credit , 3Hour) Thu 4~5 (-)
        • 영문계획안

    • Statistics for Data Science

      • Subject No IDS102Class No 01
      • Year ( 3Credit , 3Hour) Sat 3~3 (ECC-)
        • Syllabus(File)

  • 2021-2nd

    • Self-Challenge Design I

    • Self-Challenge Design II

    • Advanced Statistical Data Analysis

      • Subject No 38193Class No 01
      • 4Year ( 3Credit , 3Hour) Mon 6~6 , Wed 5~5
        • 영문계획안

    • Generalized Linear Models

      • Subject No G11893Class No 01
      • Year ( 3Credit , 3Hour) Tue 4~5 (D108)
        • 영문계획안

    • Data Science in the Field of Education

      • Subject No AI203Class No 01
      • Year ( 3Credit , 3Hour) Tue 8~9 (ECC-)
        • Syllabus(File)

  • 2021-1st

    • First-Year Seminar 강의 계획서 상세보기

      • Subject No 10851Class No 02
      • 1Year ( 1Credit Mon 7~7 (SCI-)

    • Self-Challenge Design I

    • Self-Challenge Design II

    • Self-Challenge Design III

    • Analysis of Life Science Data

      • Subject No 32866Class No 01
      • 3Year ( 3Credit , 3Hour) Mon 5~5 , Wed 4~4
        • 영문계획안

    • Advanced Major Practices of Statistics I

    • Advanced Major Practices of Statistics II

    • Advanced Linear Models

      • Subject No G11834Class No 01
      • Year ( 3Credit , 3Hour) Fri 4~5 (D109)
        • 영문계획안

    • Data Science in the Field of Education

      • Subject No AI203Class No 01
      • Year ( 3Credit , 3Hour) Mon 8~9 (-)
        • Syllabus(File)
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Academic Background

Seoul Nat'l Univ. 이학박사(통계학과)

Work Experience

Director, Center for Future Innovation 2021-02-01 ~ 2023-01-31

Karolinska Institutet 2013-03-18 ~ 2014-02-28