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Authors
Liu, Peiru
Peng, Yao
Sun, Ying
Hu, Shenghui
Lv, Dongyang
Yan, Ying
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Funding
Funding for this research was provided by:
2023 Liaoning Province Artificial Intelligence Innovation and Development Program Projects (2023JH26/10200013)
2023 Liaoning Province Artificial Intelligence Innovation and Development Program Projects (2023JH26/10200013)
2023 Liaoning Province Artificial Intelligence Innovation and Development Program Projects (2023JH26/10200013)
2023 Liaoning Province Artificial Intelligence Innovation and Development Program Projects (2023JH26/10200013)
2023 Liaoning Province Artificial Intelligence Innovation and Development Program Projects (2023JH26/10200013)
2023 Liaoning Province Artificial Intelligence Innovation and Development Program Projects (2023JH26/10200013)
Liaoning Provincial Science and Technology Program Joint Program (No. 2025-MSLH-720)
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Article History
Received: 4 December 2025
Accepted: 15 May 2026
First Online: 29 June 2026
Declarations
Ethics approval and consent to participate: Not applicable.
Consent for publication: Not applicable.
Competing interests: The authors declare no competing interests.
