A combined encoder-transformer-decoder network for volumetric segmentation of adrenal tumors.

Journal: Biomedical engineering online
Published Date: Nov 8, 2023

Abstract

BACKGROUND: The morphology of the adrenal tumor and the clinical statistics of the adrenal tumor area are two crucial diagnostic and differential diagnostic features, indicating precise tumor segmentation is essential. Therefore, we build a CT image segmentation method based on an encoder-decoder structure combined with a Transformer for volumetric segmentation of adrenal tumors.

Authors

  • Liping Wang
    School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200011, China.
  • Mingtao Ye
    College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, Zhejiang, China.
  • Yanjie Lu
    College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, Zhejiang, China.
  • Qicang Qiu
    Zhejiang Lab, No. 1818, Western Road of Wenyi, Hangzhou, Zhejiang, China. qiuqc@zhejianglab.com.
  • Zhongfeng Niu
    Department of Radiology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China.
  • Hengfeng Shi
    Department of Radiology, Anqing Municipal Hospital, Anqing, Anhui, China.
  • Jian Wang
    Veterinary Diagnostic Center, Shanghai Animal Disease Control Center, Shanghai, China.

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