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

Journal: BMC medical imaging
Published Date: Jul 17, 2025

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.

Authors

  • Liang Zhu
    SINOPEC Research Institute of Safety Engineering Co., Ltd., Qingdao 266104, China.
  • Jiamin Li
    Guangdong Medical Universiy, Xiashan District, Zhanjiang, Guangdong, China.
  • Xuefeng Wang
    Department of Advanced Manufacturing and Robotics, College of Engineering, Peking University, Beijing 100871, China.
  • Yan He
    School of Biology & Engineering, Guizhou Medical University, Guiyang, Guizhou Province, China.
  • Siyuan Li
    Department of Psychiatry, Shanghai mental health center, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
  • Shuyan He
    Guangzhou Medical University, Panyu District, Guangzhou, Guangdong, China. 1012027045@qq.com.
  • Biao Deng
    Department of Cardiothoracic Surgery, Affiliated Hospital of Guangdong Medical University, Xiashan District, Zhanjiang, Guangdong, China. 15760562638@163.com.

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