Junyoung Lee
Korea University · Medicine
About the Lab
Professor Junyoung Lee's research lab specializes in biomedical and health-related data science, focusing on diagnostic test accuracy, metabolic disease mechanisms, and cardiovascular risk prediction. The lab employs advanced statistical modeling—such as hierarchical and bivariate meta-analytic methods—to evaluate medical diagnostics, while also investigating the pathophysiology of diabetic nephropathy and the clinical implications of microalbuminuria. Additionally, the lab explores behavioral aspects of digital communication, particularly emoticon and sticker usage in mobile messaging, through qualitative methods. The integration of clinical epidemiology, biostatistics, and health technology assessment defines the lab’s interdisciplinary approach.
Research Overview
Research Output Trend
Figures are computed from collected data and may differ slightly.
Selected Papers
15Meta-analysis of diagnostic test accuracy studies differs from the usual meta-analysis of therapeutic/interventional studies in that, it is required to simultaneously analyze a pair of two outcome measures such as sensitivity and specificity, instead of a single outcome. Since sensitivity and specificity are generally inversely correlated and could be affected by a threshold effect, more sophisticated statistical methods are required for the meta-analysis of diagnostic test accuracy. Hierarchica
As mobile instant messaging has become a major means of communication with the widespread use of smartphones, emoticons, symbols that are meant to indicate particular emotions in instant messages, have also developed into various forms. The primary purpose of this study is to classify the usage patterns of emoticons focusing on a particular variant known as "stickers" to observe individual and social characteristics of emoticon use and reinterpret the meaning of emoticons in instant messages. A
The metabolic burden caused by hyperglycemia can result in direct and immediate metabolic injuries, such as oxidative stress and tissue inflammation, in the kidney. Furthermore, chronic hyperglycemia can lead to substantial structural changes such as formation of advanced glycation end-products, glomerular and tubular hypertrophy, and tissue fibrosis. Glomerular hypertrophy renders podocytes vulnerable to increased glomerular filtration, leading to podocyte instability and loss. Thus, prevention
INTRODUCTION: The association between microalbuminuria and cardiovascular disease (CVD) is accumulating in various patient populations. However, when stratified by sex, the relationship between microalbuminuria and CVD remains unclear. METHOD: We obtained data from the 2011-2014 and 2019-2020 Korea National Health and Nutrition Examination Survey (KNHANES). Microalbuminuria was measured based on spot urine albumin-creatinine ratio (UACR). The Framingham risk score (FRS) model was implemented to
There was no difference in the incidence of cholangiocarcinoma according to previous liver resections. Patients with hepatolithiasis should be carefully followed up for detection of cholangiocarcinoma even after a previous liver resection.
Covers advancements in spacecraft and tactical and strategic missile systems, including subsystem design and application, mission design and analysis, materials and structures, developments in space sciences, space processing and manufacturing, space operations, and applications of space technologies to other fields.
Arsenic is a terribly poisonous material. There have been many reports of arsine poisoning in workers, and a few have discussed acute kidney injury by arsine. But literatures which investigated the pathologic findings are uncommon, and especially, the ones describing ultrastructural findings are rare. Here, we report an incident of acute arsine poisoning complicated by acute kidney injury and suggest the characteristics of the renal pathology in arsine-induced renal injury, especially the ultras
A novel impedimetric assay for the accurate determination of alkaline phosphatase (ALP) activity is developed based on the Cu<sup>2+</sup>-mediated oxidation of ascorbic acid on a poly-thymine DNA-modified electrode.
Background and Objectives: Although the need for anticoagulation to prevent thromboembolism is increasing and non-vitamin K antagonist oral anticoagulants (NOACs) have been tried, there is still controversy about the efficacy of anticoagulation in patients with dialysis. Materials and Methods: We retrospectively analyzed the risk and benefit of anticoagulation in dialysis patients with atrial fibrillation (AF). We retrospectively analyzed all data of 89 patients who received dialysis therapy and
Moderately elevated albuminuria (30-300 mg/g) is a marker of renal dysfunction and a risk factor of cardiovascular disease. Additionally, several recent studies have reported a relationship between moderately elevated albuminuria and triglyceride (TG) levels. Therefore, we aimed to evaluate the relationship between the urine albumin-to-creatinine ratio (UACR) and total cholesterol (TC), TG, and high-density lipoprotein C (HDL-C) levels. We analyzed data from 19,340 patients from the 2011-2014 an
Background: The prevalence of atrial fibrillation (AF) in patients with end-stage kidney disease (ESKD) is high and increasing. However, evidence regarding oral anticoagulant (OAC) use in these patients is insufficient and conflicting. Methods: This retrospective cohort study included patients in the Korea National Health Insurance System diagnosed with AF after ESKD onset from January 2007 to December 2017. The primary outcome was all-cause death. Secondary outcomes were ischaemic stroke, hospi
Research Areas
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