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Interpretable habitat radiomics model based on multi-sequence MRI for risk prediction of metachronous liver metastasis in rectal cancer: a multicenter study

Crossref DOI link: https://doi.org/10.1007/s11604-025-01889-0

Published Online: 2025-10-16

Published Print: 2026-02

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

Authors

Zhan, Gouling

Zhao, Endong

Liu, Xuehuan

Gao, Xiao

Zhan, Dahe

Zhou, Zhibo

Li, Zuoxi

Liu, Jun https://orcid.org/0000-0001-7253-6283
Funding

Funding for this research was provided by:

National Natural Science Foundation of China (12174203)

Tianjin Medical University Integrated Traditional Chinese and Western Medicine Discipline Enhancement Program-Key Projects of Scientific Research Special Fund (2024XKZXY08)

Hunan Province Nature Science Foundation (D202305019011)
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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: 23 June 2025

Accepted: 26 September 2025

First Online: 16 October 2025

Declarations

:

: All authors declare that they have no conflict of interest.

: This study has been approved by the local ethics committee of the institutional review board (SZXLL-2024-K037), and individual consent was waived as a retrospective analysis.

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