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Radiomics integration based on intratumoral and peritumoral computed tomography improves the diagnostic efficiency of invasiveness in patients with pure ground-glass nodules: a machine learning, cross-sectional, bicentric study

Crossref DOI link: https://doi.org/10.1186/s13019-024-03289-3

Published Online: 2025-02-11

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

Authors

Zeng, Ying

Chen, Jing

Lin, Shanyue

Liu, Haibo

Zhou, Yingjun

Zhou, Xiao
Funding

Funding for this research was provided by:

SichuanScience and Technology Program (2022YFS0616)
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Text and Data Mining valid from 2025-02-11

Version of Record valid from 2025-02-11
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Article History

Received: 20 June 2023

Accepted: 25 December 2024

First Online: 11 February 2025

Declarations

:

: The study design was approved by the appropriate ethics review board. We have read and understood your journal’s policies, and we believe that neither the manuscript nor the study violates any of these.

: The authors declare no competing interests.

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