Integrative radiomics of intra- and peri-tumoral features for enhanced risk prediction in thymic tumors: a multimodal analysis of tumor microenvironment contributions

Abstract Objectives This study aims to explore the role of intra- and peri-tumoral radiomics features in tumor risk prediction, with a particular focus on the impact of peri-tumoral characteristics on the tumor microenvironment. Methods A total of 133 patients, including 128 with thymomas and 5 with...

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Bibliographic Details
Main Authors: Liang zhu, Jiamin Li, Xuefeng Wang, Yan He, Siyuan Li, Shuyan He, Biao Deng
Format: Article
Language:English
Published: BMC 2025-07-01
Series:BMC Medical Imaging
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Online Access:https://doi.org/10.1186/s12880-025-01790-2
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