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Development of an emergency department length-of-stay prediction model based on machine learning

Weiming Wu Xiaohui Chen Haifeng Mao Min Li Huilin Jiang Min Sun Yongcheng Zhu Gongxu Zhu Yanling Li Yunmei Li Junrong Mo

世界急诊医学杂志（英文）2025，Vol.16Issue(3)：220-224,5.

世界急诊医学杂志（英文）2025，Vol.16Issue(3)：220-224,5.DOI:10.5847/wjem.j.1920-8642.2025.048

Development of an emergency department length-of-stay prediction model based on machine learning

Weiming Wu ¹Xiaohui Chen ¹Haifeng Mao ¹Min Li ¹Huilin Jiang ¹Min Sun ²Yongcheng Zhu ¹Gongxu Zhu ¹Yanling Li ¹Yunmei Li ¹Junrong Mo¹

作者信息

1. Emergency Department,the Second Affiliated Hospital of Guangzhou Medical University,Guangzhou 510260,China
2. Goodwill Hessian Health Technology Co.,Ltd.,Beijing 100007,China
折叠

摘要

关键词

Emergency department/Machine learning/Length of stay/Light gradient boosting machine

Key words

Emergency department/Machine learning/Length of stay/Light gradient boosting machine

引用本文复制引用

Weiming Wu,Xiaohui Chen,Haifeng Mao,Min Li,Huilin Jiang,Min Sun,Yongcheng Zhu,Gongxu Zhu,Yanling Li,Yunmei Li,Junrong Mo..Development of an emergency department length-of-stay prediction model based on machine learning[J].世界急诊医学杂志（英文）,2025,16(3):220-224,5.

基金项目

This study was supported by Guangzhou Municipal Health Science and Technology General Program(20221A011083),the Key Medical Disciplines and Specialties Program of Guangzhou(2021-2023),and Guangdong University Innovation Team Project(2024KCXTD029). （20221A011083）

世界急诊医学杂志（英文）

ISSN：1920-8642

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