2021.08 Seoul National University College of Medicine, Doctorate
2008.02 Seoul National University College of Medicine, Master's degree
2003.02 Seoul National University College of Medicine, Bachelor's degree
Experience
2021.08 ~ present / Korea Health Industry Development Institute, Medical MY DATA Promotion Committee / Subcommittee
2021.04 ~ present / Samsung Medical Center, Digital Innovation Center / Deputy Director
2021.01 ~ present / Korean Society of Artificial Intelligence in Medicine / (Compulsory) Director
2021.01 ~ present / The Korean Society of Medical Informatics / Director of Emergency Medical Informatics
2018.07 ~ present / Samsung Medical Center IRB (Institutional Review Board) / Panel
2018.03 ~ present / Samsung Advanced Institute for Health Science & Technology, Sungkyunkwan University, Department of Digital Health / Adjunct professor
2016.03 ~present / Samsung Medical Center, Department of Emergency Medicine/ Assistant professor
Journal Articles
(2023)
Effect of knowledgebase transition of a clinical decision support system on medication order and alert patterns in an emergency department.
SCIENTIFIC REPORTS.
13,
1
(2023)
Machine learning pre‑hospital real‑time cardiac arrest outcome prediction (PReCAP) using time‑adaptive cohort model based on the Pan‑Asian Resuscitation Outcome Study.
SCIENTIFIC REPORTS.
open,
open
(2023)
Effect of an artificial-intelligent chest radiographs reporting system in an emergency department.
SIGNA VITAE.
19,
6
(2023)
Prognostic Accuracy of SpO2-based Respiratory Sequential Organ Failure Assessment for Predicting In-hospital Mortality.
WESTERN JOURNAL OF EMERGENCY MEDICINE.
24,
6
(2023)
Patient Anxiety and Communication Experience in the Emergency Department: A Mobile, Web-Based, Mixed-Methods Study on Patient Isolation During the COVID-19 Pandemic.
JOURNAL OF KOREAN MEDICAL SCIENCE.
38,
39
(2023)
Early prediction of unexpected latent shock in the emergency department using vital signs.
SHOCK.
60,
3
(2023)
Mushroom intoxications presented to emergency departments in South Korea: a 2011‐2019 national registry study.
SIGNA VITAE.
19,
5
(2023)
Clinical support system for triage based on federated learning for the Korea triage and acuity scale.
HELIYON.
9,
8
(2023)
Prediction tool for renal adaptation after living kidney donation using interpretable machine learning.
FRONTIERS IN MEDICINE.
10,
(2023)
A Pilot Study Evaluating LV Diastolic Function with M-Mode Measurement of Mitral Valve Movement in the Parasternal Long Axis View.
DIAGNOSTICS.
13,
14
(2023)
Self-harm characteristics of younger-old and older-old adults admitted to emergency departments: a nationwide study.
SIGNA VITAE.
19,
4
(2023)
Feasibility of patch-type wireless 12-lead electrocardiogram in laypersons.
SCIENTIFIC REPORTS.
13,
1
(2023)
Development and Asian-wide validation of the Grade for Interpretable Field Triage (GIFT) for predicting mortality in pre-hospital patients using the Pan-Asian Trauma Outcomes Study (PATOS).
LANCET REGIONAL HEALTH-WESTERN PACIFIC.
34,
(2023)
Deep-learning-based personalized prediction of absolute neutrophil count recovery and comparison with clinicians for validation.
JOURNAL OF BIOMEDICAL INFORMATICS.
137,
(2022)
Development and validation of interpretable machine learning models for inpatient fall events and electronic medical record integration.
Clinical and Experimental Emergency Medicine.
9,
4
(2022)
National Surveillance of Pediatric Out-of-Hospital Cardiac Arrest in Korea: The 10-Year Trend From 2009 to 2018.
JOURNAL OF KOREAN MEDICAL SCIENCE.
37,
44
(2022)
An external validation study of the Score for Emergency Risk Prediction (SERP), an interpretable machine learning-based triage score for the emergency department.
SCIENTIFIC REPORTS.
12,
1
(2022)
Appropriateness of Alerts and Physicians' Responses With a Medication-Related Clinical Decision Support System: Retrospective Observational Study.
JMIR MEDICAL INFORMATICS.
10,
10
(2022)
Endotracheal Intubation Using C-MAC Video Laryngoscope vs. Direct Laryngoscope While Wearing Personal Protective Equipment.
JOURNAL OF PERSONALIZED MEDICINE.
12,
10
(2022)
Intervention in the Timeliness of Two Electrocardiography Types for Patients in the Emergency Department With Chest Pain: Randomized Controlled Trial.
INTERACTIVE JOURNAL OF MEDICAL RESEARCH.
11,
2
Publications
(2018)
4차산업혁명과 병원의 미래.
청년의사.
Co-author
Patent/Intellectual Property
의료 데이터 유통 방법 및 그 시스템(MEDICAL DATA DISTRIBUTION METHOD AND SYSTEM THEREOF).
10-2471-8000000.
20221124.
KOREA, REPUBLIC OF
의료 정보 입력을 위한 구조화 서식 제공 장치 및 방법.
10-2018-0079242.
20220222.
KOREA, REPUBLIC OF
Conference Paper
(2018)
Delayed antibiotic therapy and organ dysfunction in critically ill septic patients in the emergency department.
ESICM LIVES 2018.
FRANCE
(2018)
Accordance of infarct localization between 12-lead electrocardiography and cardiac magnetic resonance imaging in ST-elevation acute myocardial infarction.
EUSEM 2018.
UNITED KINGDOM
