Deep learning-based prediction of coronary artery calcium scoring in hemodialysis patients using radial artery calcification.

Journal: Seminars in dialysis
PMID:

Abstract

OBJECTIVE: This study used random forest model to explore the feasibility of radial artery calcification in prediction of coronary artery calcification in hemodialysis patients.

Authors

  • Yuankai Xu
    Department of Nephrology, Zhejiang Hospital, Hangzhou City, China.
  • Wen Li
  • Yanli Yang
    Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, China.
  • Shiyi Dong
    Department of Nephrology, The First Hospital of Hebei Medical University, Shijiazhuang City, China.
  • Fulei Meng
    Department of Nephrology, The First Hospital of Hebei Medical University, Shijiazhuang City, China.
  • Kaidi Zhang
    Department of Nephrology, The First Hospital of Hebei Medical University, Shijiazhuang City, China.
  • Yuhuan Wang
    Department of Endocrinology of the Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.
  • Lin Ruan
    Department of Nephrology, The First Hospital of Hebei Medical University, Shijiazhuang City, China.
  • Lihong Zhang
    Obstetrics and Gynecology Hospital, Fudan University, Shanghai 200011, China.