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. 2023 Jun 3;26(5):708–720. doi: 10.1007/s10120-023-01398-x

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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. 2 — DL-based subtyping improves prognostication in external cohorts. A Sankey graph of how KIEL classifications changed when evaluated by our model B KMCs for 5-year OS comparing model classification with pathologist classification in the KIEL cohort. C KMCs for 5-year OS comparing model classification with pathologist classification in the KCCH cohort. D Sankey graph of how KCCH classifications changed when evaluated by our model. E KMCs for 5-year for CSS comparing model classification with pathologist classification in the KIEL cohort. F KMCs for CSS comparing model classification with pathologist classification in the KCCH cohort