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

The risk of PICC-related UEDVT can be estimated and predicted relatively accurately by using the method of ML modeling, so as to effectively reduce the incidence of PICC-related UEDVT in the future.