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Real-time monitoring of in-hospital mortality risk in intensive care units heart failure patients using an extreme gradient boosting model

Yu-Juan XIONG Si-Si LING Wen-Tao HU Xin-Yu WEN Xiu-Miao ZHENG Wei-Hua LIU Wen-Chao OU Ben-Rong LIU

老年心脏病学杂志（英文版）2026，Vol.23Issue(3)：184-205,22.

老年心脏病学杂志（英文版）2026，Vol.23Issue(3)：184-205,22.DOI:10.26599/1671-5411.2026.03.008

Real-time monitoring of in-hospital mortality risk in intensive care units heart failure patients using an extreme gradient boosting model

Yu-Juan XIONG ¹Si-Si LING ²Wen-Tao HU ³Xin-Yu WEN ²Xiu-Miao ZHENG ²Wei-Hua LIU ²Wen-Chao OU ²Ben-Rong LIU²

作者信息

1. Department of Laboratory Medicine,Panyu Hospital,Guangzhou University of Chinese Medicine,Guangzhou,China
2. Department of Cardiology,Guangzhou Institute of Cardiovascular Disease,Guangdong Key Laboratory of Vascular Diseases,State Key Laboratory of Respiratory Disease,the Second Affiliated Hospital,Guangzhou Medical University,Guangzhou,China
3. Second Clinical School,Guangzhou Medical University,Guangzhou,China
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摘要

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Yu-Juan XIONG,Si-Si LING,Wen-Tao HU,Xin-Yu WEN,Xiu-Miao ZHENG,Wei-Hua LIU,Wen-Chao OU,Ben-Rong LIU..Real-time monitoring of in-hospital mortality risk in intensive care units heart failure patients using an extreme gradient boosting model[J].老年心脏病学杂志（英文版）,2026,23(3):184-205,22.

基金项目

This work was supported by the Student's Innovation Capability Improvement Plan Project of Guangzhou Medical University(2023 to B.L.),Guangzhou science and technology plan projects[2023A03J0400 to W.C.O and 2024A03J0940 to B.L.],and Guangdong Basic and Applied Basic Research Foundation[2021A1515011364 to W.L.]. （2023 to B.L.）

老年心脏病学杂志（英文版）

ISSN：1671-5411

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