Orchestrate, don't automate blindly.
AI agents handle distinct research tasks within an auditable workflow.

EMERGENCY PHYSICIAN / CLINICAL AI RESEARCHER
I connect frontline clinical judgment with AI systems to produce faster, more rigorous, and more useful medical research.
PHYSICIAN · INVESTIGATOR · BUILDER
I am an emergency physician specializing in international patient care, where uncertainty, urgency, and communication converge.
At Seoul St. Mary's Hospital, I provide emergency and primary care for international patients. My research focuses on post-cardiac arrest care, neuroprognostication, emergency department decision systems, and clinically interpretable AI.
CURRENT FOCUS
I design AI-assisted workflows that coordinate evidence discovery, data analysis, clinical reasoning, visualization, and manuscript development—while keeping medical judgment and validation at the center.
AI agents handle distinct research tasks within an auditable workflow.
Domain judgment frames every question, assumption, and interpretation.
Models must be explainable, validated, and useful at the bedside.
Chronological feed from my public research record.
Medical expertise translated for the public.
Expert guidance on recognizing high-risk symptoms and seeking timely treatment.
READ STORY ↗Original Korean headlines are preserved for accuracy. Syndicated duplicates covering the same Kim Sung-min case have been consolidated into one representative entry.
LET'S BUILD TOGETHER
I welcome ambitious collaborations that connect medicine, AI, public research funding, intellectual property, and knowledge creation.
Consortium building, clinical validation, proposal development, and healthcare AI research programs.
Transforming clinically meaningful ideas and AI workflows into protectable, deployable intellectual property.
Medical, clinical AI, and practical AI orchestration projects for professional and public audiences.
BUILDING THE NEXT
CLINICAL INTELLIGENCE.