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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
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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
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Neural network-based multi-task learning for inpatient flow classification and length of stay prediction