Early prediction of bloodstream infections in ICU patients using machine learning methods based on routine laboratory parameters.

IF 3 3区医学 Q2 INFECTIOUS DISEASES

BMC Infectious Diseases Pub Date : 2025-09-29 DOI:10.1186/s12879-025-11580-4

Yanying Chen, Ziru Chen, Dongyun Xu, Shibing Li, Feixiong Chen, Xufa Yu, Shutao Cai, Cuilan Zeng, Xueyan Ye, Jie Yang, Jun Liu, Jianmei Lin, Siyu Xiao

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基于常规实验室参数的机器学习方法对ICU患者血流感染的早期预测

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

BMC Infectious Diseases 医学-传染病学

CiteScore

6.50

自引率

0.00%

发文量

860

审稿时长

3.3 months

期刊介绍： BMC Infectious Diseases is an open access, peer-reviewed journal that considers articles on all aspects of the prevention, diagnosis and management of infectious and sexually transmitted diseases in humans, as well as related molecular genetics, pathophysiology, and epidemiology.