Comparison of Intratumoral and Peritumoral Deep Learning, Radiomics, and Fusion Models for Predicting KRAS Gene Mutations in Rectal Cancer Based on Endorectal Ultrasound Imaging.

Abstract

Authors

• Yajiao Gan
  Department of Ultrasound, Fujian Medical University Union Hospital, Fuzhou, China.
• Qiping Hu
  Department of Ultrasound, Fujian Medical University Union Hospital, Fuzhou, China.
• Qingling Shen
  Department of Ultrasound, Fujian Medical University Union Hospital, Fuzhou, China.
• Peng Lin
  Zhejiang Key Laboratory of Excited-State Energy Conversion and Energy Storage, Department of Chemistry, Zhejiang University, Hangzhou 310058, China.
• Qingfu Qian
  Department of Ultrasound, Fujian Medical University Affiliated Union Hospital, No. 29 Xinquan Road, Fuzhou, 350001, Fujian, China.
• Minling Zhuo
  Department of Ultrasound, Fujian Medical University Union Hospital, Fuzhou, China.
• Ensheng Xue
  Department of Ultrasound, Union Hospital of Fujian Medical University, Fujian Institute of Ultrasound Medicine, Fuzhou, China.
• Zhikui Chen
  School of Software, Dalian University of Technology, Dalian, Liaoning, China zkchen@dlut.edu.cn.

Keywords

External Resources