Rosie Kwon
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View article: Machine Learning–Based Prediction of Substance Use in Adolescents in Three Independent Worldwide Cohorts: Algorithm Development and Validation Study
Machine Learning–Based Prediction of Substance Use in Adolescents in Three Independent Worldwide Cohorts: Algorithm Development and Validation Study Open
Background To address gaps in global understanding of cultural and social variations, this study used a high-performance machine learning (ML) model to predict adolescent substance use across three national datasets. Objective This study a…
View article: A Machine Learning-Based Clustering Using Radiomics of F-18 Fluorodeoxyglucose Positron Emission Tomography/Computed Tomography for the Prediction of Prognosis in Patients with Intrahepatic Cholangiocarcinoma
A Machine Learning-Based Clustering Using Radiomics of F-18 Fluorodeoxyglucose Positron Emission Tomography/Computed Tomography for the Prediction of Prognosis in Patients with Intrahepatic Cholangiocarcinoma Open
Background: Intrahepatic cholangiocarcinoma (IHCC) is highly aggressive primary hepatic malignancy with an increasing incidence. Objective: This study aimed to develop machine learning-based radiomic clustering using F-18 fluorodeoxyglucos…
View article: National and Regional Trends in the Prevalence of Hypertension in South Korea Amid the Pandemic, 2009-2022: Nationwide Study of Over 3 Million Individuals
National and Regional Trends in the Prevalence of Hypertension in South Korea Amid the Pandemic, 2009-2022: Nationwide Study of Over 3 Million Individuals Open
Background Understanding the association between hypertension prevalence and socioeconomic and behavioral variables during a pandemic is essential, and this analysis should extend beyond short-term trends. Objective This study aims to exam…
View article: Machine Learning–Based Prediction of Substance Use in Adolescents in Three Independent Worldwide Cohorts: Algorithm Development and Validation Study (Preprint)
Machine Learning–Based Prediction of Substance Use in Adolescents in Three Independent Worldwide Cohorts: Algorithm Development and Validation Study (Preprint) Open
BACKGROUND To address gaps in global understanding of cultural and social variations, this study used a high-performance machine learning (ML) model to predict adolescent substance use across three national datasets. OBJECTIVE This stud…
View article: Machine Learning–Based Prediction of Suicidal Thinking in Adolescents by Derivation and Validation in 3 Independent Worldwide Cohorts: Algorithm Development and Validation Study
Machine Learning–Based Prediction of Suicidal Thinking in Adolescents by Derivation and Validation in 3 Independent Worldwide Cohorts: Algorithm Development and Validation Study Open
Background Suicide is the second-leading cause of death among adolescents and is associated with clusters of suicides. Despite numerous studies on this preventable cause of death, the focus has primarily been on single nations and traditio…
View article: National Trends in Allergic Rhinitis and Chronic Rhinosinusitis and COVID-19 Pandemic-Related Factors in South Korea, from 1998 to 2021
National Trends in Allergic Rhinitis and Chronic Rhinosinusitis and COVID-19 Pandemic-Related Factors in South Korea, from 1998 to 2021 Open
Introduction: Existing studies provide insights into the prevalence and environmental factors associated with allergic rhinitis (AR) and chronic rhinosinusitis (CRS) globally. However, limitations still persist in these studies, particular…
View article: National Trends and Prevalence of Atopic Dermatitis and Pandemic-Related Factors among Korean Adults, 2007–2021
National Trends and Prevalence of Atopic Dermatitis and Pandemic-Related Factors among Korean Adults, 2007–2021 Open
Introduction: Previous studies have variably reported inconclusive trends in the prevalence of atopic dermatitis (AD) among adults, and there are limited data on the impact of the COVID-19 pandemic. We aimed to investigate the national tre…
View article: Machine Learning–Based Prediction of Suicidal Thinking in Adolescents by Derivation and Validation in 3 Independent Worldwide Cohorts: Algorithm Development and Validation Study (Preprint)
Machine Learning–Based Prediction of Suicidal Thinking in Adolescents by Derivation and Validation in 3 Independent Worldwide Cohorts: Algorithm Development and Validation Study (Preprint) Open
BACKGROUND Suicide is the second-leading cause of death among adolescents and is associated with clusters of suicides. Despite numerous studies on this preventable cause of death, the focus has primarily been on single nations and traditi…
View article: National trends in rheumatoid arthritis and osteoarthritis prevalence in South Korea, 1998–2021
National trends in rheumatoid arthritis and osteoarthritis prevalence in South Korea, 1998–2021 Open
Studies on the trends in the prevalence of rheumatoid arthritis (RA) and osteoarthritis (OA) are limited, particularly during the COVID-19 pandemic. This study aimed to analyze the temporal trend of RA and OA in South Korean adults from 19…
View article: Global incidence and prevalence of autoimmune hepatitis, 1970–2022: a systematic review and meta-analysis
Global incidence and prevalence of autoimmune hepatitis, 1970–2022: a systematic review and meta-analysis Open
National Research Foundation of Korea.
View article: Rabies control in Nepal: a missed opportunity
Rabies control in Nepal: a missed opportunity Open
OPINION article Front. Vet. Sci., 20 September 2023Sec. Veterinary Infectious Diseases Volume 10 - 2023 | https://doi.org/10.3389/fvets.2023.1184371
View article: National and Regional Trends in the Prevalence of Hypertension in South Korea Amid the Pandemic, 2009-2022: Nationwide Study of Over 3 Million Individuals (Preprint)
National and Regional Trends in the Prevalence of Hypertension in South Korea Amid the Pandemic, 2009-2022: Nationwide Study of Over 3 Million Individuals (Preprint) Open
BACKGROUND Understanding the association between hypertension prevalence and socioeconomic and behavioral variables during a pandemic is essential, and this analysis should extend beyond short-term trends. OBJECTIVE This study aims to e…
View article: Global, regional, and national burden of allergic disorders and their risk factors in 204 countries and territories, from 1990 to 2019: A systematic analysis for the Global Burden of Disease Study 2019
Global, regional, and national burden of allergic disorders and their risk factors in 204 countries and territories, from 1990 to 2019: A systematic analysis for the Global Burden of Disease Study 2019 Open
This is the accepted manuscript version of the work published in its final form as Shin., Ho Y., Hwang., Jimin., Kwon., Rosie., Lee., Won S., Kim., Seo M., Shin., Il J., Yon., & Keon D. (2023). Global, regional, and national burden of alle…
View article: Global, regional, and national burden of allergic disorders and their risk factors in 204 countries and territories, from 1990 to 2019: A systematic analysis for the Global Burden of Disease Study 2019
Global, regional, and national burden of allergic disorders and their risk factors in 204 countries and territories, from 1990 to 2019: A systematic analysis for the Global Burden of Disease Study 2019 Open
Background Asthma and atopic dermatitis (AD) are chronic allergic conditions, along with allergic rhinitis and food allergy and cause high morbidity and mortality both in children and adults. This study aims to evaluate the global, regiona…
View article: National trends in body mass index, overweight, and obesity among adults before and during the COVID‐19 pandemic in 2009–2021: A representative longitudinal serial study in South Korea
National trends in body mass index, overweight, and obesity among adults before and during the COVID‐19 pandemic in 2009–2021: A representative longitudinal serial study in South Korea Open
Please note: The publisher is not responsible for the content or functionality of any supporting information supplied by the authors. Any queries (other than missing content) should be directed to the corresponding author for the article.
View article: Effectiveness of famotidine on the risk of poor prognosis in patients with COVID-19: A nationwide cohort study in Korea
Effectiveness of famotidine on the risk of poor prognosis in patients with COVID-19: A nationwide cohort study in Korea Open
Our study results did not support the potential of famotidine as a therapeutic agent for COVID-19. A rather unexpected result could be observed in the comparisons between current famotidine use and other H2-blocker use; it was observed tha…
View article: National Trends in Sadness, Suicidality, and COVID-19 Pandemic–Related Risk Factors Among South Korean Adolescents From 2005 to 2021
National Trends in Sadness, Suicidality, and COVID-19 Pandemic–Related Risk Factors Among South Korean Adolescents From 2005 to 2021 Open
Importance Despite the COVID-19 pandemic’s effect on daily life, limited research exists on the prevalence and risk factors of suicidality and sadness among South Korean adolescents. Objectives To examine whether the observed sadness and s…
View article: Comparison of clinical manifestations in mpox patients living with HIV versus without HIV: A systematic review and meta‐analysis
Comparison of clinical manifestations in mpox patients living with HIV versus without HIV: A systematic review and meta‐analysis Open
Currently, many cases of mpox patients living with the human immunodeficiency virus (HIV) have been reported. Immunocompromised mpox patients, including those living with HIV are noted for an increased risk for severe symptoms; however, ex…
View article: 17-year trends of body mass index, overweight, and obesity among adolescents from 2005 to 2021, including the COVID-19 pandemic: a Korean national representative study.
17-year trends of body mass index, overweight, and obesity among adolescents from 2005 to 2021, including the COVID-19 pandemic: a Korean national representative study. Open
These findings enable us to comprehend long-term trends in the mean BMI of Korean adolescents and further emphasize the need for practical prevention measures against youth obesity and overweight.
View article: Association of fracture incidence in children with the development of food allergy: A Korean nationwide birth cohort study
Association of fracture incidence in children with the development of food allergy: A Korean nationwide birth cohort study Open
Peer Reviewed
View article: Effect of physical activity on COVID-19 and underlying mechanisms
Effect of physical activity on COVID-19 and underlying mechanisms Open
The coronavirus disease 2019 (COVID-19) caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has been rapidly transmitted globally since December 2019. As COVID-19 was caused by a novel coronavirus, people only counted on…
View article: National trends in the prevalence of allergic diseases among Korean adolescents before and during <scp>COVID</scp>‐19, 2009–2021: A serial analysis of the national representative study
National trends in the prevalence of allergic diseases among Korean adolescents before and during <span>COVID</span>‐19, 2009–2021: A serial analysis of the national representative study Open
Peer Reviewed
View article: Global, regional, and national COVID-19 vaccination rate in 237 countries and territories, March 2022: a systematic analysis for World Health Organization COVID-19 Dashboard, Release 2
Global, regional, and national COVID-19 vaccination rate in 237 countries and territories, March 2022: a systematic analysis for World Health Organization COVID-19 Dashboard, Release 2 Open
Objective: We aimed to better understand the impact of the COVID-19 pandemic through analysis of disruptions in a global, regional, and national status of COVID-19 vaccination coverage compared by a global scale, World Health Organization …