연구실적

• [학술지논문] Machine learning models for early mortality prediction in trauma patients using public data: a nationwide retrospective study WORLD JOURNAL OF EMERGENCY SURGERY, 2026, v.21 no.1, 44-44
  SCIE
• [학술지논문] Development and external validation of an artificial intelligence model for predicting mortality and prolonged ICU stay in postoperative critically ill patients: a retrospective study WORLD JOURNAL OF EMERGENCY SURGERY, 2025, v.20 no.1, 79-79
  SCIE
• [학술지논문] Impact of nutrition-related laboratory tests on mortality of patients who are critically ill using artificial intelligence: A focus on trace elements, vitamins, and cholesterol NUTRITION IN CLINICAL PRACTICE, 2025, v.40 no.3, 723-732
  SCIE
• [학술지논문] Utility of arterial to end-tidal carbon dioxide gradient as a severity index in critical care AMERICAN JOURNAL OF THE MEDICAL SCIENCES, 2025, v.369 no.3, 326-333
  SCIE
• [학술지논문] Analysis of hemodynamics and impedance using bioelectrical impedance analysis in hypovolemic shock-induced swine model SCIENTIFIC REPORTS, 2024, v.14 no.1, 15077-15077
  SCIE
• [학술지논문] Clinical trial to verify the safety of an automatic electric airway suction system: a multicenter prospective randomized study EUROPEAN JOURNAL OF MEDICAL RESEARCH, 2024, v.29 no.1, 570-570
  SCIE
• [학술지논문] Deep learning model for differentiating acute myeloid and lymphoblastic leukemia in peripheral blood cell images via myeloblast and lymphoblast classification DIGITAL HEALTH, 2024, v.10 no.2055207624, 2055207624-2055207624
  SCIE
• [학술지논문] Development of blood demand prediction model using artificial intelligence based on national public big data DIGITAL HEALTH, 2024, v.10 no.2055207623, 2055207623-2055207623
  SCIE
• [학술지논문] Kidney Transplantation From Brain-Dead Donors With Hepatitis B or C in South Korea: A 2015 to 2020 Korean Organ Transplantation Registry Data Analysis TRANSPLANTATION PROCEEDINGS, 2024, v.56 no.1, 1-9
  SCIE
• [학술지논문] Liver Transplantation from Brain-Dead Donors with Hepatitis B or C in South Korea: A 2014-2020 Korean Organ Transplantation Registry Data Analysis ANNALS OF TRANSPLANTATION, 2024, v.29 no.943588, 943588-943588
  SCIE
• [학술지논문] What is the role of artificial intelligence in general surgery? Ewha Medical Journal, 2024, v.47 no.2, 22-22
• [지적재산권] 말라리아 진단 및 탐지를 위한 머신러닝 앙상블 모델이 적용가능한 전자 장치 및 그 동작 방법 국내 : 특허, 등록
• [지적재산권] 앙상블 이미지 분류 모델에 기초하여 세포 유형을 분류하는 의료 진단 장치 및 이를 이용한 세포 유형 분류 방법 국외 : 특허, 출원