Scholar
Hyeonhoon Lee
Google Scholar ID: Fu3Z-KcAAAAJ
Seoul National University Hospital
Citations & Impact
Citations
553
H-index
12
i10-index
14
Publications
20
Co-authors
11
list available
Publications
Resume (English only)
Academic Achievements
- Early Career Investigator Award (2024) from the Ministry of Health and Welfare, Republic of Korea
- Top 30 Healthcare R&D Excellence Achievements (2024), Ministry of Health and Welfare
- Best Poster Award (2024), Korean Society of Medical Informatics (KOSMI)
- Honorable Mention (2023), Society of Technology in Anesthesia (STA)
- Grand Prize (Future Talent Award) and First Place (2021), The Association of Korean Medicine
- Published over 40 peer-reviewed papers in top venues including npj Digital Medicine, JMIR, NeurIPS (oral), and EMNLP
- Released medical reasoning LLM hari-q3 (14B) in June 2025, achieving 84.1% accuracy on the Korean Medical Licensing Exam (KMLE)
- Released multilingual medical LLM hari-q2.5 (72B) in May 2025, achieving 84.6% KMLE accuracy
- Released ClinicalQA dataset (2025) with 1,000+ high-quality clinical question-answer pairs
Background
- Assistant Professor in the Department of Transdisciplinary Medicine and the Healthcare AI Research Institute at Seoul National University Hospital and Seoul National University College of Medicine
- Professor in charge of the Center for Data Innovation at the National Strategic Technology Research Institute, leading the Korea Health Data Platform for global collaboration
- Member of VitalLab, contributing to government-funded projects such as the Korea-US Innovative R&D Initiative, NSTRI, K-MIMIC, Korean ARPA-H, Multimodal Medical AI, and the Sejong Science Fellowship
- Research focuses on biosignal processing, clinical natural language processing (large language models), reinforcement learning, and multi-agent systems
- Develops AI models using multimodal clinical data (biosignals, clinical texts, medical imaging, EHRs) for real-time patient monitoring, prognosis prediction, and personalized treatment planning
