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Development and validation of an interpretable ultrasound radiomics model for benign and malignant classification of breast lesions: a multicenter large-sample study

Crossref DOI link: https://doi.org/10.1186/s13244-026-02344-y

Published Online: 2026-06-25

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

Authors

Zhang, Di https://orcid.org/0009-0001-7223-1938
Lu, Wen-Wu

Qin, Xia-Chuan

Zhou, Wang

Zhang, Xian-Ya

Luo, Yan-Hong

Wu, Lin-Song

Wu, Jun

Wang, Jun-Li

Zhao, Jun-Jie

Zhang, Lei

Zhang, Chao-Xue https://orcid.org/0000-0002-3037-8819
Funding

Funding for this research was provided by:

Natural Science Foundation of Anhui Province (2308085MH278)

Health Research Program of Anhui Province (AHWJ2023A10017)
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Text and Data Mining valid from 2026-06-25

Version of Record valid from 2026-06-25
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Article History

Received: 6 February 2026

Revised: 9 April 2026

Accepted: 31 May 2026

First Online: 25 June 2026

Declarations

:

: This study received approval from the Institutional Ethics Committee, with separate approval numbers for the retrospective (No. PJ2023-07-11) and prospective (No. PJ2024-02-12) components.

: The informed consent was waived for the retrospective analysis due to its design, whereas all participants enrolled in the prospective phase provided written informed consent.

: The authors have no competing interests to declare.

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