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Jin-Woo Myung

Yonsei University · 医学

研究室紹介

Professor Jin-Woo Myung's research lab specializes in emergency medicine and critical care, with a focus on improving outcomes in acute cardiovascular and traumatic injuries. The lab investigates mechanisms of organ injury, particularly myocardial ischemia-reperfusion injury and post-traumatic mortality in the elderly, emphasizing biomarkers like HMGB1 and therapeutic targets such as klotho protein. It also explores data-driven approaches, including machine learning and predictive modeling, to enhance triage accuracy and transfusion decision-making in emergency settings. The lab integrates clinical research with advanced analytics to address urgent health challenges in aging and high-acuity populations.

emergency medicinemyocardial injurypredictive modelingtrauma in elderlytransfusion appropriateness

Research Overview

Papers
16
Total Citations
126
Papers (5y)
13
Primary Field
医学

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
13total
2022
2023
2024
2025
2026
Citations per year (5y)
84total
20222023202420252026

Selected Papers

15
1
Article|25 citations·2022
Recombinant Klotho Protein Ameliorates Myocardial Ischemia/Reperfusion Injury by Attenuating Sterile Inflammation
Jinwoo Myung, Jin Ho Beom, Juhee Kim, Ji-Sun Woo, Incheol Park, Sung Phil Chung, Yong Eun Chung, Je Sung You
SJR Q1BiomedicinesOA

Currently, no effective therapy and potential target have been elucidated for preventing myocardial ischemia and reperfusion injury (I/R). We hypothesized that the administration of recombinant klotho (rKL) protein could attenuate the sterile inflammation in peri-infarct regions by inhibiting the extracellular release of high mobility group box-1 (HMGB1). This hypothesis was examined using a rat coronary artery ligation model. Rats were divided into sham, sham+ rKL, I/R, and I/R+ rKL groups (n =

Clinical BiochemistryBiochemistry, Genetics and Molecular Biology
2
Article|25 citations·2021
The elderly age criterion for increased in-hospital mortality in trauma patients: a retrospective cohort study
Ji Hwan Lee, Min Joung Kim, Ju Young Hong, Jinwoo Myung, Yun Ho Roh, Sung Phil Chung
SJR Q1Scandinavian Journal of Trauma Resuscitation and Emergency MedicineOA

BACKGROUND: With an aging population, the number of elderly individuals exposed to traumatic injuries is increasing. The elderly age criterion for traumatic injuries has been inconsistent in the literature. This study aimed at specifying the elderly age criterion when the traumatic mortality rate increases. METHODS: This is a multicenter retrospective cohort study that was conducted utilizing the data from the Emergency Department-based Injury In-depth Surveillance Registry of the Korea Disease

Emergency MedicineMedicine
3
Article|24 citations·2022
Characteristics of crashes and injuries on delivery motorcycles: A retrospective cohort study
Sol Ji Choi, Min Joung Kim, Jinwoo Myung, Ju Young Hong, Hyun Soo Chung, Sung Phil Chung, Ji Hwan Lee
SJR Q2Traffic Injury PreventionOA

<b>Objectives:</b> The food delivery market is growing rapidly. As most delivery riders use motorcycles, motorcycle crashes will increase along with the growing delivery market size. This study aimed at examining the proportions of motorcycle crashes and characteristics of injuries incurred while using motorcycles for occupational purposes.<b>Methods:</b> This retrospective analysis included motorcycle crash patients aged 16 years or older, who were treated in 23 emergency rooms in Korea, betwee

Safety, Risk, Reliability and QualityEngineering
4
Article|19 citations·2023
Improved patient mortality predictions in emergency departments with deep learning data-synthesis and ensemble models
Byounghoon Son, Jinwoo Myung, Younghwan Shin, Sangdo Kim, Sung Hyun Kim, Jong‐Moon Chung, Jiyoung Noh, Junho Cho, Hyun Soo Chung
SJR Q1Scientific ReportsOA

The triage process in emergency departments (EDs) relies on the subjective assessment of medical practitioners, making it unreliable in certain aspects. There is a need for a more accurate and objective algorithm to determine the urgency of patients. This paper explores the application of advanced data-synthesis algorithms, machine learning (ML) algorithms, and ensemble models to predict patient mortality. Patients predicted to be at risk of mortality are in a highly critical condition, signifyi

Emergency MedicineMedicine
5
Article|16 citations·2020
Contrast-Induced Acute Kidney Injury in Radiologic Management of Acute Ischemic Stroke in the Emergency Setting
Jinwoo Myung, Ji Hoon Kim, Junho Cho, Incheol Park, Ha Yan Kim, Jin Ho Beom
SJR Q1American Journal of NeuroradiologyOA

Patients with low baseline renal function had the highest incidence of postcontrast acute kidney injury after CTA and cerebral angiography, but no fatal adverse effects were documented. Thus, patients suspected of having a stroke should be actively managed with respect to neurovascular function.

NephrologyMedicine
6
Article|4 citations·2023
Predictive indicators for determining red blood cell transfusion strategies in the emergency department
Junhyup Song, Sinyoung Kim, Hyun Soo Chung, Incheol Park, Soon Sung Kwon, Jinwoo Myung
SJR Q2European Journal of Emergency Medicine

BACKGROUND AND IMPORTANCE: Appropriate decision-making is critical for transfusions to prevent unnecessary adverse outcomes; however, transfusion in the emergency department (ED) can only be decided based on sparse evidence in a limited time window. OBJECTIVES: This study aimed to identify factors associated with appropriate red blood cell (RBC) transfusion in the ED by analyzing retrospective data of patients who received transfusions at a single center. OUTCOME MEASURES AND ANALYSIS: This stud

BiochemistryMedicine
7
Article|3 citations·2025
Association of time to red blood cell transfusion on outcomes in patients with gastrointestinal bleeding
Sol Ji Choi, Yu‐Kyung Koo, Sinyoung Kim, Hyun Soo Chung, Incheol Park, Soon Sung Kwon, Jinwoo Myung
SJR Q1Annals of MedicineOA

Background Red blood cell transfusion is frequently prescribed in the emergency department for patients with gastrointestinal bleeding (GIB), but the association of time to transfusion with patient outcome has not been thoroughly evaluated.Methods A retrospective cohort study analyzed adult patient data with GIB who visited the emergency department of single university-affiliated hospital between January 2016 and April 2022. The associations of time to transfusion and patient outcomes, 30-day an

BiochemistryMedicine
8
Article|3 citations·2023
Efficiency, limitations, and familiarization of a novel negative pressure aerosol box for intubation: a simulation-based randomized crossover study
Youngbin Park, Ki Sub Sung, Ji Hoon Kim, Jinwoo Myung, Ju Young Hong
SJR Q1Clinical and Experimental Emergency MedicineOA

OBJECTIVE: This study aimed to introduce a novel negative pressure aerosol box (Carrycure Isolator) and to test its efficiency and limitations, with the hope of suggesting improvements and further directions. METHODS: A novel aerosol box (Carrycure Isolator) was invented. A single-center, randomized, crossover simulation study of 28 emergency medicine physicians was designed. Three trials of each participant using an intubation manikin were conducted, including intubation without the aerosol box

Anesthesiology and Pain MedicineMedicine
9
Article|3 citations·2023
Development and demonstration of the protective efficacy of a convertiblerespiratory barrier enclosure: a simulation study
M. Park, Ki Sub Sung, Ji Hoon Kim, Jinwoo Myung, Ju Young Hong
SJR Q1Clinical and Experimental Emergency MedicineOA

OBJECTIVE: The efficacy of previously developed respiratory barrier enclosures to limit healthcare workers' exposure to aerosols from COVID-19 patients remains unclear; in addition, the design of these devices is unsuitable for transportation or other emergency procedures. Therefore, we developed a novel negative pressure respiratory isolator to improve protection from patient-generated aerosols and evaluated its protective effect in conversion to systemic isolator. METHODS: This in vitro study

Pulmonary and Respiratory MedicineMedicine
10
Article|2 citations·2024
Predictability of the emergency department triage system during the COVID-19 pandemic
Se Young Oh, Ji Hwan Lee, Min Joung Kim, Dong Ryul Ko, Hyun Soo Chung, Incheol Park, Jinwoo Myung
SJR Q1Clinical and Experimental Emergency MedicineOA

OBJECTIVE: Emergency department (ED) triage systems are used to classify the severity and urgency of emergency patients, and Korean medical institutions use the Korean Triage and Acuity Scale (KTAS). During the COVID-19 pandemic, appropriate treatment for emergency patients was delayed due to various circumstances, such as overcrowding of EDs, lack of medical workforce resources, and increased workload on medical staff. The purpose of this study was to evaluate the accuracy of the KTAS in predic

Emergency MedicineMedicine
11
Article|1 citations·2024
Effect of storage duration on outcome of patients receiving red blood cell in emergency department
Yu‐Kyung Koo, Sol Ji Choi, Soon Sung Kwon, Jinwoo Myung, Sinyoung Kim, Incheol Park, Hyun Soo Chung
SJR Q1Scientific ReportsOA

The effect of the duration of red blood cell (RBC) storage on the outcomes of transfused patients remains controversial, and studies on patients in the emergency department (ED) are limited. This study aimed to determine the association between RBC storage duration and outcomes of patients receiving transfusions in the ED. For RBCs issued to patients in the ED between 2017 and 2022, the storage period of the RBC and data on the transfused patient were obtained. Patients were divided into fresh (

BiochemistryMedicine
12
Article|1 citations·2021
Risk factors for computed tomography interpretation discrepancy in emergently transferred patients
Hyun Sim Lee, Jinwoo Myung, Min Ji Choi, Hye Jung Shin, Incheol Park, Sung Phil Chung, Ji Hoon Kim
SJR Q2World Journal of Emergency MedicineOA
Radiology, Nuclear Medicine and ImagingMedicine
13
Article|0 citations·2026
Association between early red blood cell transfusion after return of spontaneous circulation and clinical outcomes in cardiac arrest patients
Chae Hun Lee, Ju Hwan Choi, Sinyoung Kim, Incheol Park, Hyun Soo Chung, Soon Sung Kwon, Jinwoo Myung
SJR Q1Scientific ReportsOA

Red blood cell (RBC) transfusion is frequently administered to patients after cardiac arrest; however, its association with patient outcomes has not been well established. This study investigated the association between early RBC transfusion after the return of spontaneous circulation (ROSC) and patient outcomes in adults with cardiac arrest. We analyzed data from 586 adult patients who achieved ROSC at two university-affiliated hospitals in Korea between August 2014 and December 2023. Early tra

BiochemistryMedicine
14
Article|0 citations·2026
Development and Validation of CPX-MATE: An End-to-End Medical Education Platform Integrating Voice-Based Virtual Patient Simulation and Automated Real-time Evaluation
Ji Woo Song, Minseong Kim, Chanhee Hong, Young Sam Kim, Junho Cho, Ji Hoon Kim, Jinwoo Myung, Arom Choi, Hanna Yoon, S J Lee, Seng Chan You, C Park
medRxivOA

ABSTRACT Background Objective Structured Clinical Examination (OSCE; Clinical Performance Examination [CPX] in South Korea) is a high-stakes assessment of clinical performance, communication, and reasoning during time-limited patient encounters. As AI-enabled virtual standardized patient (VSP) simulation and automated scoring are introduced for OSCE-like training, prospective evidence is needed on how such systems perform and are perceived when embedded in real educational workflows. Methods We

PhysiologyMedicine
15
Preprint|0 citations·2026
Development and Prospective Validation of CPX-MATE: An End-to-End Medical Education Platform Integrating Voice-Based Virtual Patient Simulation and Automated Real-time Evaluation
Ji Woo Song, Minseong Kim, Chanhee Hong, Young Sam Kim, Junho Cho, Ji Hoon Kim, Jinwoo Myung, Arom Choi, Hanna Yoon, S J Lee, Seng Chan You, C Park
Research SquareOA
PhysiologyMedicine

Research Areas

BiochemistryEmergency MedicinePhysiologyClinical BiochemistrySafety, Risk, Reliability and QualityNephrology

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