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Jin Kwon Kim

Yonsei University · 医学

研究室紹介

Professor Jin Kwon Kim's research lab specializes in clinical and translational cardiovascular and cerebrovascular research, focusing on identifying novel biomarkers and hemodynamic parameters that predict outcomes in acute stroke and cardiovascular disease. The lab investigates the prognostic value of routine laboratory markers—such as red blood cell distribution width (RDW), brachial-ankle pulse wave velocity (baPWV), and serum alkaline phosphatase—alongside lifestyle and metabolic factors like statin adherence and dental caries in hypertensive and stroke patients. A key focus is on understanding the interplay between systemic inflammation, vascular aging, and cerebrovascular outcomes to improve risk stratification and patient management. The lab also explores the integration of machine learning in ECG analysis for arrhythmia detection, highlighting a multidisciplinary approach combining clinical medicine, biomarker discovery, and data science.

acute strokebiomarkersvascular stiffnessprognostic predictioncardiovascular risk

Research Overview

Papers
241
Total Citations
4,376
Papers (5y)
72
Primary Field
医学

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
72total
2022
2023
2024
2025
2026
Citations per year (5y)
600total
20222023202420252026

Selected Papers

15
1
Article|242 citations·2012
Different prognostic value of white blood cell subtypes in patients with acute cerebral infarction
Jinkwon Kim, Tae-Jin Song, Ji Hye Park, Hye Sun Lee, Chung Mo Nam, Hyo Suk Nam, Young Dae Kim, Ji Hoe Heo
SJR Q1Atherosclerosis
OncologyMedicine
2
Article|153 citations·2012
Red blood cell distribution width is associated with poor clinical outcome in acute cerebral infarction
Jinkwon Kim, Young Dae Kim, Tae-Jin Song, Ji Eun Park, Hye Sun Lee, Chung Mo Nam, Hyo Suk Nam, Ji Hoe Heo
SJR Q1Thrombosis and Haemostasis

Increased red blood cell distribution width (RDW), which is a marker of anisocytosis, is associated with mortality and cardiovascular events in the general population and in patients with heart failure or coronary heart disease. We investigated whether RDW in acute cerebral infarction is predictive of functional outcome and mortality. A total of 847 consecutive patients with first-ever acute cerebral infarction who presented to the emergency department within seven days of symptom onset were enr

OncologyMedicine
3
Article|138 citations·2009
Robust algorithm for arrhythmia classification in ECG using extreme learning machine
Jinkwon Kim, Hang‐Sik Shin, Kwangsoo Shin, Myoungho Lee
SJR Q2BioMedical Engineering OnLineOA

BACKGROUND: Recently, extensive studies have been carried out on arrhythmia classification algorithms using artificial intelligence pattern recognition methods such as neural network. To improve practicality, many studies have focused on learning speed and the accuracy of neural networks. However, algorithms based on neural networks still have some problems concerning practical application, such as slow learning speeds and unstable performance caused by local minima. METHODS: In this paper we pr

Cardiology and Cardiovascular MedicineMedicine
4
Article|85 citations·2011
The association between cerebral atherosclerosis and arterial stiffness in acute ischemic stroke
Jinkwon Kim, Myoung-Jin Cha, Dong Hyun Lee, Hye Sun Lee, Chung Mo Nam, Hyo Suk Nam, Young Dae Kim, Ji Hoe Heo
SJR Q1AtherosclerosisOA
Cardiology and Cardiovascular MedicineMedicine
5
Article|75 citations·2017
Effects of Statin Intensity and Adherence on the Long-Term Prognosis After Acute Ischemic Stroke
Jinkwon Kim, Hye Sun Lee, Chung Mo Nam, Ji Hoe Heo
SJR Q1StrokeOA

BACKGROUND AND PURPOSE: Statin is an established treatment for secondary prevention after ischemic stroke. However, the effects of statin intensity and adherence on the long-term prognosis after acute stroke are not well known. METHODS: This retrospective cohort study using a nationwide health insurance claim data in South Korea included patients admitted with acute ischemic stroke between 2002 and 2012. Statin adherence and intensity were determined from the prescription data for a period of 1

SurgeryMedicine
6
Article|72 citations·2014
Brachial-Ankle Pulse Wave Velocity Is a Strong Predictor for Mortality in Patients With Acute Stroke
Jinkwon Kim, Tae-Jin Song, Dongbeom Song, Ki Jeong Lee, Eun Hye Kim, Hye Sun Lee, Chung Mo Nam, Hyo Suk Nam, Young Dae Kim, Ji Hoe Heo
SJR Q1HypertensionOA

Brachial-ankle pulse wave velocity (baPWV) has been proposed as a simple, noninvasive method for estimating arterial stiffness. Although high baPWV was predictive of cardiovascular mortality and morbidity among general population, its predictive value for mortality in patients with acute stroke is unknown. We evaluated the prognostic value of baPWV in 1765 patients who had been admitted for acute ischemic stroke and had completed measurement of baPWV during admission. Primary outcomes were all-c

Cardiology and Cardiovascular MedicineMedicine
7
Article|71 citations·2021
Association between oral health and cardiovascular outcomes in patients with hypertension: a nationwide cohort study
Jinkwon Kim, Hyung Jun Kim, Jimin Jeon, Tae‐Jin Song
SJR Q1Journal of HypertensionOA

OBJECTIVE: Studies on the association of oral hygiene indicators with cardiovascular disease in hypertensive patients have been lacking. Oral hygiene is directly or indirectly associated with systemic inflammation, one of the essential mechanisms of cardiovascular disease. Therefore, we hypothesized that oral hygiene would be related to the risk of cardiovascular diseases in hypertensive patients. METHODS: We included 52 677 hypertensive participants who completed oral health checkups from the K

PeriodonticsDentistry
8
Article|61 citations·2013
Serum Alkaline Phosphatase and Phosphate in Cerebral Atherosclerosis and Functional Outcomes After Cerebral Infarction
Jinkwon Kim, Tae-Jin Song, Dongbeom Song, Hye Sun Lee, Chung Mo Nam, Hyo Suk Nam, Young Dae Kim, Ji Hoe Heo
SJR Q1StrokeOA

BACKGROUND AND PURPOSE: Higher serum alkaline phosphatase (ALP) and phosphate levels are associated with atherosclerotic disease and an increased risk of cardiovascular events. However, the association of ALP/phosphate with cerebral atherosclerosis and prognosis in patients with acute stroke is not well known. METHODS: In 1034 patients with first-ever acute cerebral infarction, levels of ALP and phosphate were compared with (1) cerebral atherosclerosis and (2) poor long-term functional outcomes

NephrologyMedicine
9
Article|59 citations·2018
Effect of statins on fasting glucose in non-diabetic individuals: nationwide population-based health examination in Korea
Jinkwon Kim, Hye Sun Lee, Kyung‐Yul Lee
SJR Q1Cardiovascular DiabetologyOA

More adherent and intensive use of statins was significantly associated with an increase in fasting glucose of non-diabetic individuals. In subgroup analysis of individual statins, use of atorvastatin, rosuvastatin, pitavastatin and simvastatin had significant association with increase in fasting glucose. Pravastatin, lovastatin, and fluvastatin had non-significant trend toward an increased fasting glucose. Our findings suggest the medication class effect of statins inducing hyperglycemia.

SurgeryMedicine
10
Article|57 citations·2013
Interarm blood pressure difference and mortality in patients with acute ischemic stroke
Jinkwon Kim, Tae-Jin Song, Dongbeom Song, Hye Sun Lee, Chung Mo Nam, Hyo Suk Nam, Young Dae Kim, Ji Hoe Heo
SJR Q1NeurologyOA

The presence of interarm systolic or diastolic blood pressure difference ≥ 10 mm Hg is a strong independent prognostic marker in acute ischemic stroke.

Molecular BiologyBiochemistry, Genetics and Molecular Biology
11
Article|53 citations·2022
Association of triglyceride-glucose index with prognosis of COVID-19: A population-based study
Yoonkyung Chang, Jimin Jeon, Tae‐Jin Song, Jinkwon Kim
SJR Q1Journal of Infection and Public HealthOA

In COVID-19 infected patients, high TyG index was associated with increased risk for severe complications. TyG index might be useful predictor for the severity of COVID-19 infection.

Infectious DiseasesMedicine
12
Article|49 citations·2016
Simple and Robust Realtime QRS Detection Algorithm Based on Spatiotemporal Characteristic of the QRS Complex
Jinkwon Kim, Hang‐Sik Shin
SJR Q1PLoS ONEOA

The purpose of this research is to develop an intuitive and robust realtime QRS detection algorithm based on the physiological characteristics of the electrocardiogram waveform. The proposed algorithm finds the QRS complex based on the dual criteria of the amplitude and duration of QRS complex. It consists of simple operations, such as a finite impulse response filter, differentiation or thresholding without complex and computational operations like a wavelet transformation. The QRS detection pe

Cardiology and Cardiovascular MedicineMedicine
13
Article|47 citations·2018
Effect of Adherence to Antihypertensive Medication on the Long-Term Outcome After Hemorrhagic Stroke in Korea
Jinkwon Kim, Cheryl Bushnell, Hye Sun Lee, Sang Won Han
SJR Q1HypertensionOA

Hypertension is the single most important risk factor for hemorrhagic stroke, a leading cause of mortality and disability worldwide. Adherence to antihypertensive medication is essential to achieving strict blood pressure control, but poor adherence is common in clinical practice. We evaluated adherence to antihypertensive medication in patients with acute hemorrhagic stroke and its effects on long-term outcome. This was a retrospective cohort study based on a nationwide health insurance claims

Cardiology and Cardiovascular MedicineMedicine
14
Article|46 citations·2021
Oral health and longitudinal changes in fasting glucose levels: A nationwide cohort study
Tae‐Jin Song, Yoonkyung Chang, Jimin Jeon, Jinkwon Kim
SJR Q1PLoS ONEOA

We investigated the association between oral hygiene indicators of periodontitis, tooth loss, and tooth brushing on the longitudinal fasting glucose level in non-diabetic subjects. Using a nationwide health screening database in Korea, we included non-diabetic individuals who received a health screening program with oral health check in 2009-2010. We constructed a linear mixed model for the longitudinal data of fasting glucose from the baseline to 2015. During the 4.84-year of median follow-up,

PeriodonticsDentistry
15
Article|45 citations·2019
Risk of post-stroke pneumonia with proton pump inhibitors, H2 receptor antagonists and mucoprotective agents: A retrospective nationwide cohort study
Tae-Jin Song, Jinkwon Kim
SJR Q1PLoS ONEOA

Stroke patients are at high risk of developing pneumonia, which is major cause of post-stroke mortality. Proton pump inhibitors and H2 receptor antagonists are anti-ulcer drugs, which may predispose to the development of pneumonia by suppression of the gastric acid with bactericidal activity. Unlike proton pump inhibitors and H2 receptor antagonists, mucoprotective agents have gastroprotective effects with no or less anti-acid property. We aimed to investigate effects of the acid-suppressive med

Critical Care and Intensive Care MedicineMedicine

Research Areas

EpidemiologyCardiology and Cardiovascular MedicineNeurologyPulmonary and Respiratory MedicineSurgeryMolecular Biology

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