Real-time monitoring of in-hospital mortality risk in intensive care units heart failure patients using an extreme gradient boosting modelOA
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
Department of Laboratory Medicine,Panyu Hospital,Guangzhou University of Chinese Medicine,Guangzhou,ChinaDepartment 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,ChinaSecond Clinical School,Guangzhou Medical University,Guangzhou,ChinaDepartment 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,ChinaDepartment 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,ChinaDepartment 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,ChinaDepartment 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,ChinaDepartment 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
《老年心脏病学杂志（英文版）》 2026 (3)
184-205,22
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.].
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