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Funding for this research was provided by:
Seoul National University
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Article History
Received: 13 August 2025
Revised: 8 October 2025
Accepted: 12 October 2025
First Online: 1 November 2025
Change Date: 8 November 2025
Change Type: Update
Change Details: The section numbers are corrected in the original publication.
Declarations
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: All authors are affiliated with either the Seoul National University Project Group for Education and Research in Medical AI (SNU AI.MED) or the Medical Big Data Research Center (MBRC), where the described educational model was developed. To mitigate bias, program outcomes were evaluated through independent student feedback, external review mechanisms mandated by government funding agencies, and benchmarking against national policy frameworks. These affiliations do not provide any personal financial benefits related to this work. The authors declare no personal financial conflicts of interest regarding the research, authorship, or publication of this article.
