Prediction of acute kidney injury in ICU with gradient boosting decision tree algorithms

Gao, WP; Wang, JS; Zhou, L; Luo, QQ; Lao, YH; Lyu, HJ; Guo, SW

Lyu, HJ (通讯作者)，Sun Yat Sen Univ, Affiliated Hosp 3, Surg & Transplant Intens Care Unit, Guangzhou 510630, Peoples R China.;Guo, SW (通讯作者)，Sch Automat Sci & Engn, Dept Intelligent Sci & Engn, Guangzhou 510640, Peoples R China.

COMPUTERS IN BIOLOGY AND MEDICINE, 2022; 140 ():

Abstract

Purpose: To predict acute kidney injury (AKI) in a large intensive care unit (ICU) database. Materials and methods: A total of 30,020 ICU admissions w......

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