Yan, Zhaoqi
Xu, Yifeng
Du, Xiufan
Article History
Received: 9 September 2025
Accepted: 31 January 2026
First Online: 8 February 2026
Declarations
:
: The authors declare no competing interests.
: This study complied with the Declaration of Helsinki (2013) ethical standards. Using the SEQN coding system, we achieved: 1) irreversible anonymization surpassing HIPAA requirements by fully separating demographic data from biological specimens; 2) ethical compliance through technical isolation of personally identifiable information.