Jaeyong Shin
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View article: Structured Taxonomy and Framework for Developing Medical Benchmark in Large Language Models Derived from Scoping Review
Structured Taxonomy and Framework for Developing Medical Benchmark in Large Language Models Derived from Scoping Review Open
With the rapid advancement of large language model technology, numerous studies have explored its application in the medical field. Robust evaluation is crucial for ensuring reliability and safety, leading to the development of diverse ben…
View article: Trends in non-pharmacological treatment for insomnia: A nationwide study
Trends in non-pharmacological treatment for insomnia: A nationwide study Open
Background As the prevalence of insomnia disorder in Korea is gradually increasing, understanding real-world treatment patterns is essential for designing appropriate clinical guidelines. Although non-pharmacological treatments are recomme…
View article: Implementation of the Hospitalist System and In‐Hospital Mortality Among Patients With Cancer: Using the National Health Insurance Cohort Data
Implementation of the Hospitalist System and In‐Hospital Mortality Among Patients With Cancer: Using the National Health Insurance Cohort Data Open
Introduction Hospitalists are directly responsible for inpatients, from hospitalization to discharge. Recently, Korea has started reimbursing hospitalist inpatient services. However, evidence of hospitalists being associated with improved …
View article: Lace Index: Predict the High‐Risk of 30‐Days Readmission of Patients With Acute Myocardial Infarction: National Health Insurance Claims Data 2011–2020
Lace Index: Predict the High‐Risk of 30‐Days Readmission of Patients With Acute Myocardial Infarction: National Health Insurance Claims Data 2011–2020 Open
Background Readmission following acute myocardial infarction (AMI) poses significant challenges to health systems and patient outcomes. The LACE index, a composite of Length of stay, Acuity of admission, Comorbidities, and Emergency depart…
View article: Anatomical Region-Specific Transcriptomic Signatures and the Role of Epithelial Cells in Pterygium Inflammation: A Multi-Omics Analysis
Anatomical Region-Specific Transcriptomic Signatures and the Role of Epithelial Cells in Pterygium Inflammation: A Multi-Omics Analysis Open
This study aims to identify apex-specific biomarkers of pterygium for a more efficient diagnosis and treatment.
View article: TgA86 mouse model demonstrated potential markers for Bone Formation in Spondyloarthritis through ROS Detoxification, Folate Metabolism, and Inositol Phosphate Metabolism
TgA86 mouse model demonstrated potential markers for Bone Formation in Spondyloarthritis through ROS Detoxification, Folate Metabolism, and Inositol Phosphate Metabolism Open
Background Spondyloarthritis (SpA) represents a collection of inflammatory conditions distinguished by abnormal bone formation within the axial skeleton, ultimately resulting in ankylosis. The precise mechanisms responsible for this pathol…
View article: A Digital Software Support Platform for Hyperthyroidism Management in South Korea: Markov Simulation Model-Based Cost-Effectiveness Analysis
A Digital Software Support Platform for Hyperthyroidism Management in South Korea: Markov Simulation Model-Based Cost-Effectiveness Analysis Open
Background The integration of wearable technology for heart rate monitoring offers potential advancements in managing hyperthyroidism by providing a feasible way to track thyroid function. Although digital health solutions are gaining trac…
View article: Effects of integrated care on the subjective quality of life and social relationships of older adults in South Korea
Effects of integrated care on the subjective quality of life and social relationships of older adults in South Korea Open
View article: Data-driven prediction of cardiovascular and cerebrovascular diseases in a nationwide study
Data-driven prediction of cardiovascular and cerebrovascular diseases in a nationwide study Open
View article: Association between parents’ country of birth and multicultural adolescents’ psychological well-being in South Korea: A study on depression, worries, life satisfaction, and social withdrawal
Association between parents’ country of birth and multicultural adolescents’ psychological well-being in South Korea: A study on depression, worries, life satisfaction, and social withdrawal Open
The purpose of this study was to examine the association between parents’ country of birth and psychological well-being of multicultural adolescents in Korea, a country with a predominantly homogenous population. This study used data from …
View article: Willingness to Use and Pay for Telemedicine and Teleconsultation Across Five Clinical Domains in South Korea: Cross-Sectional Survey
Willingness to Use and Pay for Telemedicine and Teleconsultation Across Five Clinical Domains in South Korea: Cross-Sectional Survey Open
Background The COVID-19 pandemic accelerated global telehealth adoption, prompting the South Korean government to temporarily legalize telemedicine in 2020 and subsequently launch a pilot program in 2023. As South Korea transitions to a po…
View article: Association between obstructive sleep apnea and quality of life in Korean middle-aged people: a cross-sectional study
Association between obstructive sleep apnea and quality of life in Korean middle-aged people: a cross-sectional study Open
Background Obstructive sleep apnea (OSA), a serious sleep disorder, can lead to comorbidities and decreased quality of life if untreated. Poor sleep quality from OSA affects concentration, cognitive function, and mental health, contributin…
View article: Connection between trajectory of primary cancer monitoring indicators and mortality after cancer in South Korea
Connection between trajectory of primary cancer monitoring indicators and mortality after cancer in South Korea Open
Background Cancer remains a leading global cause of mortality, responsible for nearly 10 million deaths in 2020. Given the country’s low birth rate and aging population, the escalating cancer burden poses significant challenges to its heal…
View article: Cost Analysis of Precision Diagnostics Using Next Generation Sequencing in Lung Cancer Patients
Cost Analysis of Precision Diagnostics Using Next Generation Sequencing in Lung Cancer Patients Open
View article: Early life factors of precocious puberty based on Korean nationwide data
Early life factors of precocious puberty based on Korean nationwide data Open
Precocious puberty is characterized by early sexual maturation in children before 8 years in girls and 9 years in boys. While puberty is initiated by the activation of the hypothalamic-pituitary-gonadal axis, precise mechanisms triggering …
View article: A choice based conjoint analysis of mobile healthcare application preferences among physicians, patients, and individuals
A choice based conjoint analysis of mobile healthcare application preferences among physicians, patients, and individuals Open
The rapid proliferation of healthcare service applications (apps) makes it challenging for consumers to determine the best one for their needs, prompting the Korean government to introduce an accreditation program to verify app safety. Thi…
View article: Evaluating the impact of disability support services on healthcare utilization in individuals with disabilities and hypertension in Korea
Evaluating the impact of disability support services on healthcare utilization in individuals with disabilities and hypertension in Korea Open
View article: Home care program with telemonitoring for patients undergoing peritoneal dialysis in South Korea: a cost-utility analysis
Home care program with telemonitoring for patients undergoing peritoneal dialysis in South Korea: a cost-utility analysis Open
The PD home care program in Korea appears to be a cost-effective strategy, potentially reducing peritonitis incidence and enhancing healthcare efficiency.
View article: Association of Frailty Index at 66 Years of Age with Health Care Costs and Utilization Over 10 Years in Korea: Retrospective Cohort Study
Association of Frailty Index at 66 Years of Age with Health Care Costs and Utilization Over 10 Years in Korea: Retrospective Cohort Study Open
Background The long-term economic impact of frailty measured at the beginning of elderhood is unknown. Objective The objective of our study was to examine the association between an individual’s frailty index at 66 years of age and their h…
View article: Analysis of Narcotic and Psychotropic Drug Use Among Elderly Inpatients in Geriatric Hospitals Based on Hospital Characteristics
Analysis of Narcotic and Psychotropic Drug Use Among Elderly Inpatients in Geriatric Hospitals Based on Hospital Characteristics Open
View article: Analyzing evaluation methods for large language models in the medical field: a scoping review
Analyzing evaluation methods for large language models in the medical field: a scoping review Open
Background Owing to the rapid growth in the popularity of Large Language Models (LLMs), various performance evaluation studies have been conducted to confirm their applicability in the medical field. However, there is still no clear framew…
View article: Association between waist circumference or weight change after smoking cessation and incidence of cardiovascular disease or all-cause death in Korean adults with type 2 diabetes
Association between waist circumference or weight change after smoking cessation and incidence of cardiovascular disease or all-cause death in Korean adults with type 2 diabetes Open
Objective To investigate the association among smoking cessation, weight or waist circumference change post-cessation, and cardiovascular disease (CVD) or all-cause death among patients with type 2 Diabetes (T2D). Materials and methods Thi…
View article: Anatomical Region-Specific Transcriptomic Signatures and the Role of Epithelial Cells in Pterygium Inflammation: A Multi-Omics Analysis
Anatomical Region-Specific Transcriptomic Signatures and the Role of Epithelial Cells in Pterygium Inflammation: A Multi-Omics Analysis Open
Background The anatomy of pterygium consists of the head, neck, and body. Prior studies have examined the three parts collectively, yet the treatment methods and their success rates differ based on the anatomical characteristics. In this s…
View article: Early Life Factors of Precocious Puberty: A Study of Korean Nationwide Data
Early Life Factors of Precocious Puberty: A Study of Korean Nationwide Data Open
Background Precocious puberty is characterized by early sexual maturation in children before 8 years in girls and 9 years in boys. While puberty is initiated by the activation of the hypothalamic–pituitary–gonadal axis, precise mechanisms …
View article: The association between tooth brushing during lunchtime and obesity in South Korean adolescents
The association between tooth brushing during lunchtime and obesity in South Korean adolescents Open
View article: Interaction effects of the COVID-19 pandemic and regional deprivation on self-rated health: a cross-sectional study
Interaction effects of the COVID-19 pandemic and regional deprivation on self-rated health: a cross-sectional study Open
View article: Clinical effects of a home care program for patients with peritoneal dialysis in a tertiary care hospital
Clinical effects of a home care program for patients with peritoneal dialysis in a tertiary care hospital Open
Background: Digital health technologies have been rapidly adopted during the coronavirus disease 2019 pandemic. In Korea, a home care program, including face-to-face educational consultation and remote patient monitoring, was initiated to …
View article: Understanding patient perspectives on digital therapeutics and its platform for insomnia: insights from focused group interviews
Understanding patient perspectives on digital therapeutics and its platform for insomnia: insights from focused group interviews Open
Background Digital therapeutics (DTx) is a treatment option that uses computer software to provide evidence-based interventions for medical disorders. DTx platforms are digital services that facilitate interactions among stakeholders of DT…
View article: Association between watching eating shows and unhealthy food consumption in Korean adolescents
Association between watching eating shows and unhealthy food consumption in Korean adolescents Open
View article: ADVANCING PHYSICAL ABILITIES: ANALYSIS OF HEALTH POLICY REFORMS FOR PEOPLE WITH PHYSICAL DISABILITIES IN INDONESIA
ADVANCING PHYSICAL ABILITIES: ANALYSIS OF HEALTH POLICY REFORMS FOR PEOPLE WITH PHYSICAL DISABILITIES IN INDONESIA Open
Introduction: Indonesia, a country with approximately 30.38 million people facing disabilities, encounters challenges in meeting the diverse needs of this significant demographic. The 2010 Population Census reported a 4.74% increase in dis…