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Article History

Received: 29 January 2026

Accepted: 16 April 2026

First Online: 25 April 2026

Declarations

:

: This work is a simulation study based exclusively on synthetically generated data. It does not involve human participants, patient records, protected health information, or animal experiments; therefore, no IRB/IEC approval is required and no consent is applicable. The paper does not make clinical claims or provide clinical decision support; all findings are methodological and pertain to simulated environments. Any discussion of deployment is strictly illustrative and non-clinical.

: Not applicable.

: The authors declare no competing interests.