2

A systematic review of research design and modeling techniques in inpatient bed management
The proper allocation of limited hospital bed resources is a complex problem caused by uncertainties in patient length of stay, …
Lu He 何璐, Sreenath Chalil Madathil, Amrita Oberoi, Greg Servis
DOI
A systematic review of research design and modeling techniques in inpatient bed management
Convolutional block attention autoencoder for denoising electrocardiograms.
Electrocardiograms are commonly used to detect cardiovascular diseases, so it is important that they are of high quality. However, …
Chorney, Wesley, Haifeng Wang, Lu He 何璐, Seunghan Lee, and Lir-Wan Fan
Cite DOI
A prediction-optimization approach to surgery prioritization in operating room scheduling
This study proposes a mixed-integer programming model to optimize daily schedules based on surgery priority. Stacking ensemble learning …
Ahmed, Abdulaziz, Lu He 何璐, Chun-An Chou
PDF Cite DOI
A prediction-optimization approach to surgery prioritization in operating room scheduling
Neural network-based multi-task learning for inpatient flow classification and length of stay prediction
Inpatient unit resources are among the most expensive and valuable resources for healthcare organizations. Inpatient resources such as …
Lu He 何璐, Sreenath Chalil Madathil, Mohammad T. Khasawneh
PDF Cite DOI
Neural network-based multi-task learning for inpatient flow classification and length of stay prediction