Peak Outpatient and Emergency Department Visit Forecasting for Patients With Chronic Respiratory Diseases Using Machine Learning Methods: Retrospective Cohort Study
Peak Outpatient and Emergency Department Visit Forecasting for Patients With Chronic Respiratory Diseases Using Machine Learning Methods: Retrospective Cohort Study
Junfeng Peng
1
* , BSc ;
Chuan Chen
1
* , PhD ;
Mi Zhou
2
, MD ;
Xiaohua Xie
1
, PhD ;
Yuqi Zhou
3
, MD ;
Ching-Hsing Luo
1
, MD, PhD
1
School of Data and Computer Science, Sun Yat-sen University, Guangzhou, China
2
Surgical Intensive Care Unit, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
3
Department of Respiratory and Critical Care Medicine, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
*these authors contributed equally
Corresponding Author:
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Ching-Hsing Luo, MD, PhD
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School of Data and Computer Science
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Sun Yat-sen University
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National Supercomputing Guangzhou Center Bldg, 5th Fl
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Guangzhou, 510006
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China
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Phone:
86 13265384134
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Email: luojinx5@mail.sysu.edu.cn