Peripherally inserted central-related upper extremity deep vein thrombosis and machine learning.

Journal: Vascular
PMID:

Abstract

OBJECTIVE: To establish a prediction model of upper extremity deep vein thrombosis (UEDVT) associated with peripherally inserted central catheter (PICC) based on machine learning (ML), and evaluate the effect.

Authors

  • Hankui Hu
    Department of Vascular Surgery, West China Hospital, Sichuan University, Chengdu, China.
  • Zhoupeng Wu
    Department of vascular surgery, West China Hospital, Sichuan University, Chengdu, China.
  • Jichun Zhao
    Department of Vascular Surgery, West China Hospital, Sichuan University, Chengdu, China.