Multi-instance learning for identifying high-risk subregions associated with synchronous distant metastasis in clear cell renal cell carcinoma.

Journal: Medical physics
PMID:

Abstract

BACKGROUND: Clear cell renal cell carcinoma (ccRCC) is one of the most common histological subtypes of renal tumors.

Authors

  • Ling-Feng Xue
    Department of Radiology, Youjiang Medical University For Nationalities, Baise, Peoples Republic of China.
  • Xiao-Long Zhang
    Department of Materials Science and Engineering, Xi'an University of Architecture and Technology, Xian, Peoples Republic of China.
  • Yong-Fu Tang
    Department of Clinical Medicine, Youjiang Medical University For Nationalities, Baise, Peoples Republic of China.
  • Bo-Hua Wei
    Department of Radiology, Youjiang Medical University For Nationalities, Baise, Peoples Republic of China.