About Me
I'm a registered nurse at Samsung Medical Center and a master's student in Digital Health at Sungkyunkwan University. I'm passionate about transforming healthcare through data and technology—specializing in clinical data analysis, AI integration, and patient-centered innovation.
Current at
Sungkyunkwan University
Department of Digital Health, SAIHST
Smart Health Lab (Advisor: Prof. Won Chul Cha)
Visit Lab →Clinical Experience
Registered Nurse
2020 - PresentSamsung Medical Center
Providing critical care nursing in the Neurosurgery Intensive Care Unit, specializing in the care of patients with neurological conditions and post-neurosurgical recovery. Responsible for continuous monitoring, comprehensive assessment, and intensive management of critically ill patients, including those with traumatic brain injuries and brain tumors.
Research Experience
Nurse-Led AI: Innovative Strategies for Clinical Nursing Practice
Jun 2025
ICN Congress 2025, Helsinki, Finland
Oral presentation on the "Digital Nursing Task Force", an initiative for AI in nursing at Samsung Medical Center. Our experience highlighted the importance of empowering nurses in clinical settings.
Evaluation Framework of Large Language Models in Medical Documentation: Development and Usability Study
Nov 2024
Journal of Medical Internet Research
Developed a comprehensive framework for evaluating the quality and accuracy of medical documentation generated by large language models. The study included both qualitative and quantitative assessment methods.
Read Paper →Nursing Workload and Overcrowding: Patient Safety Role in Emergency Department
Nov 2024
American Medical Informatics Association (AMIA) Annual Symposium, San Francisco, USA
Oral presentation on research examining the relationship between nursing workload, emergency department overcrowding, and patient safety outcomes.
View Presentation →ChatGPT Predicts In-Hospital All-Cause Mortality for Sepsis: In-Context Learning with the Korean Sepsis Alliance Database
Jul 2024
Healthcare Informatics Research
Compared the performance of machine learning models and large language models in predicting mortality rates for sepsis patients. The study utilized the Korean Sepsis Alliance Database and explored in-context learning capabilities.
Read Paper →Projects
Digital Nursing Task Force (NURDI)
2024-PresentProject coordinator
Participating in a task force, focused on implementing digital solutions in a clinical setting at Samsung Medical Center. As a project coordinator of this future-oriented initiative, my role is to empower and guide nurses on their data and AI journey.
Learn More →Nurpass
2024Early contributor
LLM-powered tool assisting nursing students to write job application cover letters. Participated in planning, development, and deployment.
Learn More →Patents
Method for Providing Self-Introduction Documents Using Large Language Models and System Using the Same
2024KR-1027322640000
View Patent →