| 2025 | Non-Linear Relationship Between Alcohol Consumption and Neurological Outcomes in Patients With Out-of-Hospital Cardiac Arrest Presenting to the Emergency Department
| JOURNAL OF KOREAN MEDICAL SCIENCE |
| 2025 | Cardiovascular Etiologies and Risk Factors of Survival Outcomes After Resuscitation for Out-of-Hospital Cardiac Arrest: Data From the KoCARC Registry
| KOREAN CIRCULATION JOURNAL |
| 2024 | A novel deep learning algorithm for real-time prediction of clinical deterioration in the emergency department for a multimodal clinical decision support system
| SCIENTIFIC REPORTS |
| 2024 | TARGETED TEMPERATURE MANAGEMENT AT 36°C IMPROVES SURVIVAL AND PROTECTS TISSUES BY MITIGATING THE DELETERIOUS INFLAMMATORY RESPONSE FOLLOWING HEMORRHAGIC SHOCK | SHOCK |
| 2024 | Impact of a deep learning-based brain CT interpretation algorithm on clinical decision-making for intracranial hemorrhage in the emergency department
| SCIENTIFIC REPORTS |
| 2023 | Effect of multimodal diagnostic approach using deep learning-based automated detection algorithm for active pulmonary tuberculosis
| SCIENTIFIC REPORTS |
| 2023 | Development of a machine learning-based clinical decision support system to predict clinical deterioration in patients visiting the emergency department
| SCIENTIFIC REPORTS |
| 2022 | Development of a machine-learning algorithm to predict in-hospital cardiac arrest for emergency department patients using a nationwide database
| SCIENTIFIC REPORTS |
| 2022 | Development of Prediction Models for Acute Myocardial Infarction at Prehospital Stage with Machine Learning Based on a Nationwide Database
| JOURNAL OF CARDIOVASCULAR DEVELOPMENT AND DISEASE |
| 2022 | Usefulness of complete blood count parameters to predict poor outcomes in cancer patients with febrile neutropenia presenting to the emergency department
| ANNALS OF MEDICINE |
| 2022 | Advantage of Vital Sign Monitoring Using a Wireless Wearable Device for Predicting Septic Shock in Febrile Patients in the Emergency Department: A Machine Learning-Based Analysis
| SENSORS |
| 2022 | Usefulness of contrast-enhanced multi-detector computed tomography in identifying upper gastrointestinal bleeding: A retrospective study of patients admitted to the emergency department
| PLOS ONE |
| 2021 | Changes in Clinical Characteristics among Febrile Patients Visiting the Emergency Department before and after the COVID-19 Outbreak
| YONSEI MEDICAL JOURNAL |
| 2021 | Efficacy of a four-tier infection response system in the emergency department during the coronavirus disease-2019 outbreak
| PLOS ONE |
| 2021 | Protective effect of glycyrrhizin, a direct HMGB1 inhibitor, on post-contrast acute kidney injury
| SCIENTIFIC REPORTS |
| 2021 | Correlation between real-time heart rate and fatigue in chest compression providers during cardiopulmonary resuscitation: A simulation-based interventional study
| MEDICINE |
| 2019 | Prognostic performance of disease severity scores in patients with septic shock presenting to the emergency department | American Journal of Emergency Medicine |
