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Authors
Liu, Yang
Wang, Hongzhang
Deng, Liang https://orcid.org/0000-0003-3628-6808
He, Xuemei https://orcid.org/0009-0001-8020-3603
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Funding
Funding for this research was provided by:
Chongqing Medical University (W0189)
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Article History
Received: 2 September 2025
Accepted: 7 November 2025
First Online: 27 November 2025
Declarations
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: This study obtained approval from the Ethics Committee of the First Affiliated Hospital of Chongqing Medical University (Approval No. 2024-384-01). The requirement for written informed consent was waived. The study complied with the Declaration of Helsinki.
: This study was designed and reported in accordance with the CLEAR checklist (PMID: 37142815, IF: 4.5, Q1) and METRICS checklist (PMID: 38228979, IF: 4.5, Q1) for radiomics research. The complete checklists and modeling source code are available in the supplementary material (Appendix ) to ensure the transparency and reproducibility of the study. Additionally, we have revised the manuscript with reference to the recently published Radiomics Quality Score (RQS) 2.0 tool to further align with the latest standards for radiomics studies.
: Not applicable.
: The authors declare no competing interests.
