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Prediction of peripheral lymph node metastasis (LNM) in thyroid cancer using delta radiomics derived from enhanced CT combined with multiple machine learning algorithms

Crossref DOI link: https://doi.org/10.1186/s40001-025-02438-1

Published Online: 2025-03-13

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

Authors

Wang, Wenzhi

Jin, Feng

Song, Lina

Yang, Jinfang

Ye, Yingjian

Liu, Junjie

Xu, Lei

An, Peng
Funding

Funding for this research was provided by:

the "323" Major Chronic Disease Project of the Hubei Provincial Health Commission and Xiangyang NO.1 People's Hospital (XYY2022-323)

General Program of the Natural Science Foundation of Hubei Province (JCZRYB202501213)

Innovative Research Program of Xiangyang No.1 People’s Hospital (XYY2025SD17)
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Text and Data Mining valid from 2025-03-13

Version of Record valid from 2025-03-13
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Article History

Received: 25 January 2025

Accepted: 6 March 2025

First Online: 13 March 2025

Declarations

:

: The framework of this study was developed in accordance with the guidelines of the Declaration of Helsinki and has been reviewed and approved by the Ethics Committee of Xiangyang NO.1 People's Hospital, Hubei University of Medicine (Approval No. XYYYE20240011).

: Informed consent was obtained from all subjects involved in the research.

: The authors declare no competing interests.

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