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. 2023 Jul 1;13:10690. doi: 10.1038/s41598-023-37862-y

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© The Author(s) 2023

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.

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The landscape of the radiomic features and clinical characteristics. (a) The progressive disease (PD) patients had shorter survival times and higher albumin-bilirubin (ALBI) scores; their radiomic features exhibited differential expression levels between PD and non-PD patients. (b) Radiomic features 4, 6, and 8, ALBI, and portal vein invasion were survival-associated factors in univariable and multivariable Cox regression survival analysis. (c) Additional net benefit of radiomics in decision curve analysis. ***P < 0.001; **P < 0.01; *P < 0.05.