Yejun Son

ORCID: 0009-0001-3939-2983
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About
Contact & Profiles
Research Areas
  • Health Promotion and Cardiovascular Prevention
  • COVID-19 and Mental Health
  • Diabetes, Cardiovascular Risks, and Lipoproteins
  • Health and Wellbeing Research
  • Nutritional Studies and Diet
  • Obesity, Physical Activity, Diet
  • Eating Disorders and Behaviors
  • Cardiovascular Health and Risk Factors
  • Suicide and Self-Harm Studies
  • Allergic Rhinitis and Sensitization
  • Asthma and respiratory diseases
  • Advanced Numerical Analysis Techniques
  • Retinal and Optic Conditions
  • Manufacturing Process and Optimization
  • Herpesvirus Infections and Treatments
  • Pharmacovigilance and Adverse Drug Reactions
  • Physical Activity and Health
  • Systemic Lupus Erythematosus Research
  • Smoking Behavior and Cessation
  • Air Quality and Health Impacts
  • Digital Mental Health Interventions
  • Child Development and Digital Technology
  • Retinal Imaging and Analysis
  • Dermatology and Skin Diseases
  • Mental Health Research Topics

Kyung Hee University
2023-2025

Kyung Hee University Medical Center
2023-2025

Background Suicide is the second-leading cause of death among adolescents and associated with clusters suicides. Despite numerous studies on this preventable death, focus has primarily been single nations traditional statistical methods. Objective This study aims to develop a predictive model for adolescent suicidal thinking using multinational data sets machine learning (ML). Methods We used from Korea Youth Risk Behavior Web-based Survey 566,875 aged between 13 18 years conducted external...

10.2196/55913 article EN cc-by Journal of Medical Internet Research 2024-05-17

Deaths related to falls are a substantial public health problem worldwide, and insight into trends differences in global fall-related deaths can be valuable for identifying prevention strategies developing effective policies. Thus, we aimed estimate mortality rate forecast future deaths. In this time-series analysis modelling study, investigated temporal rates from 1990 2021 using the WHO Mortality Database, following GATHER guidelines, forecasted until 2040 across 59 high-income...

10.1016/j.lanhl.2024.100672 article EN cc-by-nc The Lancet Healthy Longevity 2025-01-01

Despite the potential association between herpes zoster infection and cardiovascular events, limited studies have investigated relationship live vaccination outcomes. This large-scale, population-based cohort study with a long-term follow-up aimed to investigate risk of various events. Data on comprehensive information individuals aged ≥50 years from South Korea (n = 2 207 784) were included 1 January 2012, 31 December 2021. National insurance Health Insurance Review Assessment Service,...

10.1093/eurheartj/ehaf230 article EN European Heart Journal 2025-03-23

Abstract The scarce and conflicting data on vaccine‐associated facial paralysis limit our understanding of vaccine safety a global scale. Therefore, this study aims to evaluate the burden identify extent its association with individual vaccines, thereby contributing development more effective vaccination program. We used from 1967 2023 (total reports, n = 131 255 418 418) World Health Organization International Pharmacovigilance Database. Global reporting counts, reported odds ratios (ROR),...

10.1002/jmv.29682 article EN Journal of Medical Virology 2024-05-24

To evaluate the potential association between suicidality and glucagon-like peptide-1 receptor agonists (GLP-1RAs), as well other medications used for obesity diabetes, using comprehensive global data.

10.1111/dom.15864 article EN Diabetes Obesity and Metabolism 2024-08-19

Understanding the global trends and future projections of maternal mortality ratio (MMR) is crucial as it can provide insights into improving policies healthcare systems aimed at enhancing quality obstetric care reducing preventable deaths. Given recent reports increasing MMR in some high-income countries (HICs), we to analyze from 1990 2021 project until 2050 across 37 countries. Age-standardized country-specific for were assessed through a locally weighted scatter plot smoother (LOESS)...

10.3346/jkms.2025.40.e85 article EN cc-by-nc Journal of Korean Medical Science 2025-01-01

Abstract Background Diabetic retinopathy (DR) is the leading cause of preventable blindness worldwide. Machine learning (ML) systems can enhance DR in community-based screening. However, predictive power models for usability and performance are still being determined. Objective This study used data from 3 university hospitals South Korea to conduct a simple accurate assessment ML-based risk prediction development that be universally applied adults with type 2 diabetes mellitus (T2DM)....

10.2196/58107 article EN cc-by JMIR Medical Informatics 2025-02-07

Background Type 2 diabetes poses an increasing disease burden in South Korea. The development and management of type are closely related to lifestyle socioeconomic factors, which have undergone substantial changes over the past few decades, including during COVID-19 pandemic. Objective This study aimed investigate long-term trends prevalence, awareness, treatment, control. It also determine whether there were alterations pandemic these more pronounced within specific demographic groups....

10.2196/59571 article EN cc-by JMIR Public Health and Surveillance 2024-08-27

Liver disease causes over two million deaths annually worldwide, comprising approximately 4% of all global fatalities. We aimed to analyze liver disease-related mortality trends from 1990 2021 using the World Health Organization (WHO) Mortality Database and forecast rates up 2050.

10.3346/jkms.2024.39.e292 article EN cc-by-nc Journal of Korean Medical Science 2024-01-01

Abstract Background The imperative arises to study the impact of socioeconomic factors on acceptance SARS-CoV-2 and influenza vaccines amid changes in immunization policies during COVID-19 pandemic. Objective To enhance targeted public health strategies improve age-specific based identified risk factors, this investigated associations between sociodemographic vaccination behaviors pandemic, with emphasis vaccine cost policies. Methods This analyzed data from Korean Community Health Survey...

10.2196/56989 article EN cc-by JMIR Public Health and Surveillance 2024-11-01

Hypertension, a significant risk factor for global public health, is well-known to be preventable and manageable through physical activity (PA). However, many studies suggest that excessive PA may not provide additional benefits. Thus, we aimed conduct quantitative analysis of the relationship between hypertension levels. This study analyzed association using data from 2,429,588 South Korean adults aged 30 years older Community Health Survey conducted 2009 2022. We used weighted binary...

10.5646/ch.2025.31.e3 article EN cc-by Clinical Hypertension 2025-01-01

Despite the increasing evidence supporting use of biologics for treating severe asthma, there is a lack regarding their in pregnant women. This study aims to evaluate safety women, utilizing global pharmacovigilance database. Reports documented between 1980 and 2023 were extracted from VigiBase that mentioned pregnancy- or fetus-related reactions with drugs indicated including reslizumab, omalizumab, mepolizumab, dupilumab, benralizumab, other non-biologics. A disproportionality analysis...

10.1159/000543490 article EN cc-by-nc International Archives of Allergy and Immunology 2025-01-17

Background Although understanding long-term trends in adolescent screen time and the influence of family structure is essential, there a lack research addressing these issues comprehensively. Objective This study aimed to conduct comprehensive investigations into before during COVID-19 pandemic, with particular focus on structures. Methods used nationwide, large-scale data from Korea Youth Risk Behavior Web-Based Survey South Korea. We indicate changes over 15 years 2008 2022. Weighted...

10.2196/57962 article EN cc-by JMIR Public Health and Surveillance 2025-03-10

The increasing intricacy of scientific simulations and industrial activity processes along with their accompanying datasets demand ecosystems outside the capabilities traditional High-Performance Computing (HPC) systems [1]–[6], [11]. requirements contemporary research industries based on data are multidisciplinary, as computations using HPC await a solution. Recently, attention has been drawn towards harnessing computational power AI facilities to relieve fusion intelligence reveals new...

10.38124/ijisrt/25apr1850 article EN 2025-05-14

ABSTRACT Understanding whether individuals with mental illness, who face challenges related to healthcare barriers, are more vulnerable postacute sequelae of COVID‐19 is limited. Here, we investigated the potential association between pre‐existing illness and across 12 major health domains 141 specific diseases in survivors. The large‐scale, population‐based cohorts from South Korea (K‐COV‐N cohort) used study included 8 632 221 aged 20 years or older were infected SARS‐CoV‐2 January 1,...

10.1002/jmv.70406 article EN Journal of Medical Virology 2025-05-01
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