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An interpretable multimodal machine learning model for predicting malignancy of thyroid nodules in low-resource scenarios

Published Online: 2025-10-16

Authors

Ma, Fuqiang

Yu, Fengchang

Gu, Xinyu

Zhang, Lihua

Lu, Zhilin

Zhang, Lele

Mao, Herong

Xiang, Nan
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Text and Data Mining valid from 2025-10-16

Version of Record valid from 2025-10-16
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Article History

Received: 1 April 2025

Accepted: 18 August 2025

First Online: 16 October 2025

Declarations

:

: This study was approved by the Ethics Committee of Hubei Provincial Hospital of Traditional Chinese Medicine (Approval No.:HBZY2023-C27-02), and the requirement for patients' informed consents was waived. All methods were adopted in line with the Declaration of Helsinki.

: Not applicable.

: The authors declare no competing interests.

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