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Combining multi-parametric MRI radiomics features with tumor abnormal protein to construct a machine learning-based predictive model for prostate cancer

Crossref DOI link: https://doi.org/10.1038/s41598-025-05718-2

Published Online: 2025-07-02

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Zhang, Chi

Wang, Zewen

Shang, Peicheng

Zhou, Yibin

Zhu, Jin

Xu, Lijun

Chen, Zeyu

Yu, Mengqi

Zang, Yachen
Funding

Funding for this research was provided by:

National Natural Science Foundation of China (81802572)
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Text and Data Mining valid from 2025-07-02

Version of Record valid from 2025-07-02
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Article History

Received: 26 August 2024

Accepted: 4 June 2025

First Online: 2 July 2025

Declarations

:

: The authors declare no competing interests.

: This study was approved by the Ethics and Research Committee of the second affiliated hospital of Soochow university. Informed consent was obtained from all the patients in the study, and all the procedures were in accordance with the principles of the Declaration of Helsinki.

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