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Predictive value of machine learning for radiation pneumonitis and checkpoint inhibitor pneumonitis in lung cancer patients: a systematic review and meta-analysis

Crossref DOI link: https://doi.org/10.1038/s41598-025-05505-z

Published Online: 2025-07-01

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

Authors

Wang, Shenghan

Wang, Kaiyue

Lin, Jiangnan
Funding

Funding for this research was provided by:

National College Students Innovation and Entrepreneurship Training Program (202410344072X)

Research Project of Zhejiang Chinese Medicine University Affiliated Hospital (2022FSYYZY04)
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Text and Data Mining valid from 2025-07-01

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

Received: 16 January 2025

Accepted: 3 June 2025

First Online: 1 July 2025

Declarations

:

: The authors declare no competing interests.

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