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. 2022 Apr 13;12:6193. doi: 10.1038/s41598-022-10136-9

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© The Author(s) 2022

Open AccessThis 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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Cross-validated performances of the developed models. The best-performing classifier for the imaging features was a support vector classifier using 2 features with a linear kernel, achieving a 0.88 AUC. The mortality score model obtains a 0.62 AUC with a logistic regression model. There are 152 positive samples and 126 negative samples in the validation set.