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Hyuk Sool Kwon

Seoul National University · Medicine

About the Lab

Professor Hyuk Sool Kwon's research lab specializes in emergency medicine innovation, focusing on improving diagnostic accuracy, reducing radiation exposure, and enhancing patient outcomes through advanced imaging technologies and clinical decision support systems. The lab investigates point-of-care ultrasound, functional near-infrared spectroscopy (fNIRS), and artificial intelligence in medical imaging—particularly for stroke and breast cancer detection. Key research directions include implementing clinical guidelines to reduce length of stay and recurrence rates, and promoting radiation dose reduction in pediatric emergency care through evidence-based protocol changes. The lab emphasizes real-world implementation of technology and protocols within emergency departments to enhance safety, efficiency, and diagnostic precision.

point-of-care ultrasoundartificial intelligence in imagingradiation dose reductionstroke detectionemergency care guidelines

Research Overview

Papers
124
Total Citations
885
Papers (5y)
46
Primary Field
Medicine

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
46total
2022
2023
2024
2025
2026
Citations per year (5y)
63total
20222023202420252026

Selected Papers

15
1
Article|69 citations·2018
The Korean Triage and Acuity Scale: associations with admission, disposition, mortality and length of stay in the emergency department
Hyuksool Kwon, Yu Jin Kim, You Hwan Jo, Jae Hyuk Lee, Jin Hee Lee, Joonghee Kim, Ji Eun Hwang, Joo Jeong, Yoo Jin Choi
SJR Q2International Journal for Quality in Health Care

OBJECTIVE: The Korean Triage and Acuity Scale (KTAS) was implemented in our emergency department (ED) in May 2016 and is fully integrated into the electronic medical record (EMR) system. Our objective was to determine whether the KTAS is associated with changes in admissions to the hospital, admission disposition, inpatient mortality and length of stay (LOS). DESIGN: Quasi-experimental, uncontrolled before-and-after study. SETTING: The urban tertiary teaching hospital with 1100 beds and receives

Emergency MedicineMedicine
2
Article|28 citations·2017
Effectiveness of education in point-of-care ultrasound-assisted physical examinations in an emergency department
Yoo Jin Choi, Jae Yun Jung, Hyuksool Kwon
SJR Q3MedicineOA

Implementation of point-of-care ultrasonography (POCUS)-assisted physical examination (PE) in emergency departments (EDs) was conducted in the ED of an urban tertiary teaching hospital. This study examines the effect of POCUS implementation in emergency medicine departments by using a systematic education program on image acquisition to analyze decision making.Educating staff on POCUS involved a technique related to image acquisition and then accurately diagnosing subsequent POCUS results. The q

Critical Care and Intensive Care MedicineMedicine
3
Article|22 citations·2016
Sonographic aorta/IVC cross-sectional area index for evaluation of dehydration in children
Hyuksool Kwon, Jae Yun Jung, Jin Hee Lee, Young Ho Kwak, Do Kyun Kim, Jin Hee Jung, Ik Wan Chang, Kyuseok Kim
SJR Q1The American Journal of Emergency Medicine
Critical Care and Intensive Care MedicineMedicine
4
Article|21 citations·2016
N-terminal pro-brain natriuretic peptide can be an adjunctive diagnostic marker of hyper-acute phase of Kawasaki disease
Hyuksool Kwon, Jin Hee Lee, Jae Yun Jung, Young Ho Kwak, Do Kyun Kim, Jin Hee Jung, Ikwan Chang, Kyuseok Kim
SJR Q1European Journal of Pediatrics
SurgeryMedicine
5
Article|16 citations·2018
Early Detection of Cerebral Infarction With Middle Cerebral Artery Occlusion With Functional Near-Infrared Spectroscopy: A Pilot Study
Hyuksool Kwon, Kyuseok Kim, You Hwan Jo, Min Ji Park, Sang‐Bae Ko, Tae Jung Kim, Jihoon Kang, Hyeon-Min Bae, Ji Eun Lee
SJR Q2Frontiers in NeurologyOA

<b>Background:</b> NIRSIT, a functional near-infrared spectroscopy (fNIRS) device with 204 channels, can measure oxyhemoglobin (HbO2) and deoxyhemoglobin (HbR) in non-pulsatile blood flow non-invasively using the absorption difference between HbO2 and HbR at a wavelength of 700-1,000 nm and can display the perfusion status in real time. <b>Objective:</b> We applied NIRSIT to patients with stroke to evaluate the usefulness of NIRSIT as an fNIRS device for the early detection of stroke. <b>Methods

Radiology, Nuclear Medicine and ImagingMedicine
6
Article|14 citations·2018
N-terminal pro-brain natriuretic peptide and prediction of coronary artery dilatation in hyperacute phase of Kawasaki disease
Jae Yun Jung, Eun Mi Ham, Hyuksool Kwon, Young Ho Kwak, Do Kyun Kim, Jin Hee Lee, Jin Hee Jung
SJR Q1The American Journal of Emergency Medicine
SurgeryMedicine
7
Article|14 citations·2018
Comparison of sonographic inferior vena cava and aorta indexes during fluid administered in children
Yun Ang Choi, Hyuksool Kwon, Jin Hee Lee, Jae Yun Jung, Yoo Jin Choi
SJR Q1The American Journal of Emergency Medicine
SurgeryMedicine
8
Article|12 citations·2017
A Practice Guideline for Postreduction Management of Intussusception of Children in the Emergency Department
Hyuksool Kwon, Jin Hee Lee, Jin Hee Jeong, Hye Ran Yang, Young Ho Kwak, Do Kyun Kim, Kyuseok Kim
SJR Q2Pediatric Emergency Care

OBJECTIVES: The aim of this study was to evaluate the effects of a practice guideline of postreduction management of intussusception in children on the length of stay (LOS) from reduction in the pediatric emergency department (PED) and on the incidence of recurrence. METHODS: We developed a practice guideline of postreduction management of intussusception in the PED. The practice guideline involved feeding 2 hours after reduction and discharge 2 hours after successful feeding. The guideline was

SurgeryMedicine
9
Article|12 citations·2024
Enhancing Breast Cancer Detection through Advanced AI-Driven Ultrasound Technology: A Comprehensive Evaluation of Vis-BUS
Hyuksool Kwon, Seok Hwan Oh, Myeong-Gee Kim, Young-Min Kim, Guil Jung, Hyeon-Jik Lee, Sang-Yun Kim, Hyeon‐Min Bae
SJR Q2DiagnosticsOA

This study aims to enhance breast cancer detection accuracy through an AI-driven ultrasound tool, Vis-BUS, developed by Barreleye Inc., Seoul, South Korea. Vis-BUS incorporates Lesion Detection AI (LD-AI) and Lesion Analysis AI (LA-AI), along with a Cancer Probability Score (CPS), to differentiate between benign and malignant breast lesions. A retrospective analysis was conducted on 258 breast ultrasound examinations to evaluate Vis-BUS's performance. The primary methods included the application

Artificial IntelligenceComputer Science
10
Article|10 citations·2017
Effectiveness of a radiation reduction campaign targeting children with gastrointestinal symptoms in a pediatric emergency department
Hyuksool Kwon, Jae Yun Jung
SJR Q3MedicineOA

Children feature more active cellular division and a smaller body area, which leads to a greater radiation dosage accumulation. We tried to reduce radiation hazards by reducing unnecessary radiological studies in a pediatric emergency department (PED) through the radiation reduction campaign.Our campaign involved a reduction from 2 (erect and supine) to 1 ordered abdominal plain radiograph (erect). This quasi-experimental, uncontrolled before-and-after study aimed to evaluate the campaign effect

Radiology, Nuclear Medicine and ImagingMedicine
11
Article|10 citations·2018
Where is the left ventricle during cardiopulmonary resuscitation based on chest computed tomography in the expiration with arms down position?
Hyuksool Kwon, Yeo-Koon Kim, Kyuseok Kim, Jae Yun Jung, Joonghee Kim, Sang Il Choi, Eun Ju Chun, Woo Kyung Bae
SJR Q1PLoS ONEOA

These findings indicate that the location of the LV during cardiopulmonary resuscitation might be in the middle of the sternum if the patient is treated in the EAD position.

Emergency MedicineMedicine
12
Article|7 citations·2024
Application of Quantitative Ultrasonography and Artificial Intelligence for Assessing Severity of Fatty Liver: A Pilot Study
Hyuksool Kwon, Myeong-Gee Kim, Seok-Hwan Oh, Youngmin Kim, Guil Jung, Hyeon-Jik Lee, Sang-Yun Kim, Hyeon‐Min Bae
SJR Q2DiagnosticsOA

Non-alcoholic fatty liver disease (NAFLD), prevalent among conditions like obesity and diabetes, is globally significant. Existing ultrasound diagnosis methods, despite their use, often lack accuracy and precision, necessitating innovative solutions like AI. This study aims to validate an AI-enhanced quantitative ultrasound (QUS) algorithm for NAFLD severity assessment and compare its performance with Magnetic Resonance Imaging Proton Density Fat Fraction (MRI-PDFF), a conventional diagnostic to

EpidemiologyMedicine
13
Article|7 citations·2019
Usefulness of hyperintense acute reperfusion marker sign in patients with transient neurologic symptom
Jihoon Kang, Hyuksool Kwon, Cheol Kyu Jung, Hee‐Joon Bae, Moon‐Ku Han, Beom Joon Kim, You Hwan Jo
SJR Q3MedicineOA

It aimed to investigate the incidence and final diagnosis of hyperintense acute reperfusion marker (HARM) signs in patients initially suspected of having a transient ischemic attack (TIA).In retrospective manner, a series of consecutive series of patients who arrived at the emergency department and was initially assessed as TIA within 12 hours of symptom onset between July 2015 and December 2016 were enrolled. Conventional magnetic resonance imaging protocol including diffusion-weighted imaging

EpidemiologyMedicine
14
Article|5 citations·2024
Artificial Intelligence-Enhanced Quantitative Ultrasound for Breast Cancer: Pilot Study on Quantitative Parameters and Biopsy Outcomes
Hyuksool Kwon, Seok-Hwan Oh, Myeong-Gee Kim, Youngmin Kim, Guil Jung, Hyeon-Jik Lee, Sang-Yun Kim, Hyeon‐Min Bae
SJR Q2DiagnosticsOA

Traditional B-mode ultrasound has difficulties distinguishing benign from malignant breast lesions. It appears that Quantitative Ultrasound (QUS) may offer advantages. We examined the QUS imaging system’s potential, utilizing parameters like Attenuation Coefficient (AC), Speed of Sound (SoS), Effective Scatterer Diameter (ESD), and Effective Scatterer Concentration (ESC) to enhance diagnostic accuracy. B-mode images and radiofrequency signals were gathered from breast lesions. These parameters w

Radiology, Nuclear Medicine and ImagingMedicine
15
Article|5 citations·2024
The Barriers to Recognizing and Reporting Child Physical Abuse by Emergency Physicians and Associated Factors
Dongwoo Lee, Jin Hee Lee, Young Ho Kwak, Dongbum Suh, Hyuksool Kwon, Do Kyun Kim, Jin Hee Jung, Joong Wan Park, Ha Ni Lee, Jin Hee Kim
SJR Q2Pediatric Emergency CareOA

BACKGROUND: Although the reporting rate of child abuse is increasing every year, the child abuse detection rate is 3.81% as of 2019 in Korea, which is significantly lower than that of developed countries for child rights. OBJECTIVE: We investigated the associated factors with barriers that emergency physicians face in recognizing and reporting cases of child abuse. METHODS: From May to July 2022, 240 emergency physicians working in the 15 emergency department were asked to participate in the sur

Pediatrics, Perinatology and Child HealthMedicine

Research Areas

Radiology, Nuclear Medicine and ImagingSurgeryEmergency MedicineEpidemiologyCritical Care and Intensive Care MedicinePediatrics, Perinatology and Child Health

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