Accurate Forecasting of Emergency Department Arrivals With Internet Search Index and Machine Learning Models: Model Development and Performance Evaluation
Accurate Forecasting of Emergency Department Arrivals With Internet Search Index and Machine Learning Models: Model Development and Performance Evaluation
Bi Fan
1
, PhD ;
Jiaxuan Peng
2
, MSc ;
Hainan Guo
1
, PhD ;
Haobin Gu
3
, MSc ;
Kangkang Xu
4
, PhD ;
Tingting Wu
1
, MSc
1
College of Management, Institute of Business Analysis and Supply Chain Management, Shenzhen University, Shenzhen, China
2
Faculty of Science, University of St Andrews, St Andrews, United Kingdom
3
School of Management Science and Engineering, Dongbei University of Finance and Economics, Dalian, China
4
School of Electromechanical Engineering, Guangdong University of Technology, Guangzhou, China
Corresponding Author:
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Jiaxuan Peng, MSc
-
Faculty of Science
-
University of St Andrews
-
St Andrews, Fife
-
Scotland
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St Andrews, KY16 0US
-
United Kingdom
-
Phone:
44 07421733982
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Email: jiaxuan_peng@163.com