Se-Hyeon Hwang 황세현

Medical XAI Researcher

Hi, I am Se-Hyeon Hwang (황세현), an M.S. student in the Department of AI Convergence Network at Ajou University, advised by Prof. Jung-Won Lee at the Embedded & Software Lab. I am preparing PhD applications, and my publications and CV are available here.

My research runs in two directions. In reliable medical AI models I examine whether diagnostic accuracy comes from clinically valid evidence or from shortcuts, and work on making that reliance measurable. In clinical translation I study the diseases, imaging findings, and diagnostic reasoning across medical imaging that give clinical evidence its content. My study notes cover both.

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Clinical vocabulary across the top, computational across the bottom, and every piece of writing placed by what it actually discusses. The ontology records what I take to be true between those concepts.