Application of automated machine learning for predicting the death of patients with infection in intensive care unit

Zhou Yijia; He Yu; Xue Yuhan; Lin Jiaxi; Yin Minyue; Wei Yao; Zhu Jinzhou; Yu Qianqian

doi:10.3969/j.issn.1002-1949.2023.10.003

Home>Articles>Application of automated machine learning for predicting the death of patients with infection in intensive care unit

DOI: 10.3969/j.issn.1002-1949.2023.10.003

Application of automated machine learning for predicting the death of patients with infection in intensive care unit

Zhou Yijia

He Yu

Xue Yuhan

Lin Jiaxi

Yin Minyue

Wei Yao

Zhu Jinzhou

Yu Qianqian

Keywords：Automated machine learningIntensive care unitsDeep learningInfectionExtreme gradient boosting(XGBoost)Disease diagnosisActivated partial thromboplastin timeCystatin C

Publication Date：2023-10-10

Online Publishing Date：2025-08-15(First online date of this platform, not the publication date of the document)

Pages：8( 768-775 )

Chinese Journal of Critical Care Medicine

ISTICCSCD

ISSN：1002-1949

Year, Vol.(Issue)：2023,43(10)