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Junyoung Lee

Korea University · 医学

研究室紹介

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.

diagnostic test accuracymetabolic diseasecardiovascular riskmeta-analysisdigital communication behavior

Research Overview

Papers
293
Total Citations
4,057
Papers (5y)
68
Primary Field
医学

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
68total
2022
2023
2024
2025
2026
Citations per year (5y)
584total
20222023202420252026

Selected Papers

15
1
Article|82 citations·2015
Systematic Review and Meta-Analysis of Studies Evaluating Diagnostic Test Accuracy: A Practical Review for Clinical Researchers–Part II. Statistical Methods of Meta-Analysis
이준영, 김경원, 최상현, 허지미, 박성호

Meta-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

2
Article|63 citations·2016
Smiley face
Jun Young Lee, Nahi Hong, Soomin Kim, Jong-Hwan Oh, Joonhwan Lee

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

Human-Computer InteractionComputer Science
3
Article|52 citations·2008
메타분석
이준영
4
Article|40 citations·2006
Global Assessment of Functioning Scale and Social and Occupational Functioning Scale
Jun Young Lee, Maeng Je Cho, Jun Soo Kwon
Leadership and ManagementNursing
5
Review|33 citations·2019
Adiponectin for the treatment of diabetic nephropathy
Jun Young Lee, Jae Won Yang, Byoung Geun Han, Seung Ok Choi, Jae Seok Kim
SJR Q2The Korean Journal of Internal MedicineOA

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

EpidemiologyMedicine
6
Article|30 citations·2023
Association between urinary albumin creatinine ratio and cardiovascular disease
Yoo Jin Kim, Sang Won Hwang, Taesic Lee, Jun Young Lee, Young Uh
SJR Q1PLoS ONEOA

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

NephrologyMedicine
7
Article|28 citations·2013
Incidence of Cholangiocarcinoma with or without Previous Resection of Liver for Hepatolithiasis
Jun Young Lee, Jae Seon Kim, Ji Mi Moon, Sang-ah Lim, Won‐Ho Chung, Eun-Hye Lim, Beom Jae Lee, Jong-Jae Park, Young‐Tae Bak
SJR Q1Gut and LiverOA

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.

SurgeryMedicine
8
Article|28 citations·1993
Numerical study of the flow establishment time in hypersonic shock tunnels
Jun Young Lee, Mark Lewis
SJR Q1Journal of Spacecraft and Rockets

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.

Applied MathematicsMathematics
9
Article|27 citations·2010
Comparison of the Molecular Adsorbent Recirculating System and Plasmapheresis for Patients With Graft Dysfunction After Liver Transplantation
Jun Young Lee, S.B. Kim, Jai Won Chang, S.-K. Park, S.-W. Kwon, Kyuyong Song, Shin Hwang, S.G. Lee
SJR Q3Transplantation Proceedings
HepatologyMedicine
10
Article|21 citations·2012
Acute Kidney Injury by Arsine Poisoning: The Ultrastructural Pathology of the Kidney
Jun Young Lee, Minseob Eom, Jae Won Yang, Byoung Geun Han, Seung Ok Choi, Jae Seok Kim
SJR Q1Renal FailureOA

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

Environmental ChemistryEnvironmental Science
11
Article|20 citations·2015
The role of nucleotide-binding oligomerization domain 1 during cytokine production by macrophages in response to Mycobacterium tuberculosis infection
Jun Young Lee, Eun-Ha Hwang, Dongjae Kim, Sang-Muk Oh, Kyung‐Bok Lee, Sung Jae Shin, Jong‐Hwan Park
SJR Q2ImmunobiologyOA
ImmunologyImmunology and Microbiology
12
Article|18 citations·2018
An impedimetric determination of alkaline phosphatase activity based on the oxidation reaction mediated by Cu2+ bound to poly-thymine DNA
Jun Young Lee, Jun Ki Ahn, Ki Soo Park, Hyun Gyu Park
SJR Q1RSC AdvancesOA

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.

Molecular BiologyBiochemistry, Genetics and Molecular Biology
13
Article|13 citations·2021
Survival Benefit of Anticoagulation Therapy in End Stage Kidney Disease Patients with Atrial Fibrillation: A Single Center Retrospective Study
Mi-Ryung Kim, Deok Gie Kim, Hanwul Shin, Sung Hwa Kim, Jae Seok Kim, Jae Won Yang, Byoung Geun Han, Seong-Ok Choi, Jun Young Lee
SJR Q2MedicinaOA

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

Cardiology and Cardiovascular MedicineMedicine
14
Article|10 citations·2024
Urinary albumin creatinine ratio is associated with lipid profile
Sang Won Hwang, Taesic Lee, Young Uh, Jun Young Lee
SJR Q1Scientific ReportsOA

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

NephrologyMedicine
15
Article|10 citations·2024
Anticoagulation in patients with end-stage kidney disease and atrial fibrillation: a national population-based study
Deok Gie Kim, Sung Hwa Kim, Sung Yong Park, Byoung Geun Han, Jae Seok Kim, Jae Won Yang, Young Jun Park, Jun Young Lee
SJR Q1Clinical Kidney JournalOA

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

Cardiology and Cardiovascular MedicineMedicine

Research Areas

NephrologyCardiology and Cardiovascular MedicineOncologyInfectious DiseasesPulmonary and Respiratory MedicinePhysiology

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