A Real-Time Signal-Based Wavelet Long Short-Term Memory Method for Length-of-Stay Prediction for the Intensive Care Unit: Development and Evaluation Study
A Real-Time Signal-Based Wavelet Long Short-Term Memory Method for Length-of-Stay Prediction for the Intensive Care Unit: Development and Evaluation Study
Yiqun Jiang
1
, PhD ;
Qing Li
1
, PhD ;
Wenli Zhang
2
, PhD
1
Industrial and Manufacturing Systems Engineering, College of Engineering, Iowa State University, Ames, IA, United States
2
Department of Information Systems and Business Analytics, Debbie and Jerry Ivy College of Business, Iowa State University, Ames, IA, United States
Corresponding Author:
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Wenli Zhang, PhD
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Department of Information Systems and Business Analytics
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Debbie and Jerry Ivy College of Business, Iowa State University
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3332 Gerdin Business Building, 2167 Union Drive
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Ames, IA 50011
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United States
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Phone:
1 5152942469
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Email: wlzhang@iastate.edu