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Value of a radiomics model based on high-resolution large matrix target reconstruction images in predicting the invasiveness of lung adenocarcinoma with pure ground-glass nodules

Crossref DOI link: https://doi.org/10.1186/s12938-026-01548-z

Published Online: 2026-05-13

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

Authors

Lv, Jun

Gao, Yufan

Ren, Min

Zhou, Li

Li, Jianhui

Zhang, Hong

Li, Xin

Li, Ximing

Hua, Minghui

Cui, Keyi

Wang, Wenjiao

Song, Zhenchun
Funding

Funding for this research was provided by:

Tianjin Health and Science and Technology Project (TJWJ2023QN064)
License Information

Text and Data Mining valid from 2026-05-13

Accepted Manuscript valid from 2026-05-13
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Article History

Received: 15 July 2025

Accepted: 27 February 2026

First Online: 13 May 2026

Declarations

:

: This study was conducted in accordance with the Declaration of Helsinki and approved by the ethics committee of Tianjin Chest Hospital. Written informed consent was obtained from all participants.

: Not applicable.

: The authors declare no competing interests.

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