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Development and validation of a machine learning model for central compartmental lymph node metastasis in solitary papillary thyroid microcarcinoma via ultrasound imaging features and clinical parameters

Crossref DOI link: https://doi.org/10.1186/s12880-025-01757-3

Published Online: 2025-07-01

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

Authors

Han, Haiyang

Sun, Heng

Zhou, Chang

Wei, Li

Xu, Liang

Shen, Dian

Hu, Wenshu
License Information

Text and Data Mining valid from 2025-07-01

Version of Record valid from 2025-07-01
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Article History

Received: 26 February 2025

Accepted: 3 June 2025

First Online: 1 July 2025

Declarations

:

: This retrospective study was approved by the Medical Ethics Committee of Yichang Central People’s Hospital, with a waiver of informed consent (ethical approval number: 2025-074-01).

: We confirm that all procedures involving human participants were conducted in accordance with relevant institutional and national guidelines and regulations.

: Not applicable.

: The authors declare no competing interests.

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