基于机器学习算法的肿瘤病人PICC导管相关性血流感染预测模型的构建及效能验证

打开文本图片集

Construction and performance verification of a predictive model for PICC related blood flow infection in tumor patients based on machine learning algorithms

LI Xiaoling YAN Xiaoxia YANG Ning LI Xiaohong

1.Shanghai Shibei Hospital，Shanghai 200443 China；2.Shanghai Pulmonary Hospital；3.Shanghai North Station Hospital

Corresponding Author  LI Xiaohong，E⁃mail：lixiaohong121@163.com

Keywords  machine learning algorithms；tumor patients；peripherally inserted central catheter，PICC；catheter-related blood stream infection；prediction model

摘要  目的：探讨肿瘤病人经外周静脉置入中心静脉导管（PICC）相关性血流感染预测模型的构建及效能验证。（剩余9969字）