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Diagnostic value of multiparametric MRI combined with an interpretable machine learning model in the differentiation of benign and malignant ovarian-adnexal lesions classified as O-RADS 4

Crossref DOI link: https://doi.org/10.1186/s12880-025-02112-2

Published Online: 2025-12-13

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

Authors

Zhu, Yiming

Lei, Yan

Chen, Qiaohui

Wu, Guoqing

Song, Bin
Funding

Funding for this research was provided by:

the Nature Science Foundation of Shanghai (19ZR1446200)
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Text and Data Mining valid from 2025-12-13

Version of Record valid from 2026-01-20
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Article History

Received: 6 May 2025

Accepted: 8 December 2025

First Online: 13 December 2025

Declarations

:

: The Institutional Review Board of Minhang Hospital approved this retrospective study and waived the requirement for written informed consent due to its retrospective nature. The study was conducted in accordance with the Declaration of Helsinki.

: Not applicable.

: The authors declare no competing interests.

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