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. 2023 Dec 8;3(6):549–564. doi: 10.1007/s43657-023-00136-8

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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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Fig. 1 — The establishment of radiomic immunoscore (RIS). Tissue microarray was incubated with 17 immune-related markers, and CODEX image was generated through image processing. Immunoscore (IS) was constructed based on the expression of immune-related markers. A predictive model for IS, referred as RIS was developed. The RIS was found to be associated with prognosis and could provide guidance for immunotherapy