Huiyin Ouyang
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    • Admission Control under Imperfect Patient Information
    • Dynamic Resource Allocation in Urban Search and Rescue Operations
    • Emergency department modeling and staffing: Time-varying physician productivity
    • Impact of Announced Wait Time Information on Emergency Department Overcrowding Mitigation: A Simulation Study
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    • PI: Decision-Making Under Uncertainty: A Framework for Intensive Care Unit Admission Control with Predictive Information 2026 - 2028
    • PI: Efficient Resource Allocation Strategies for Urban Search and Rescue Operations: A Holistic Modeling and Analysis Framework 2025 - 2027
    • Co-PI: Smart Healthcare – Accessibility, Quality and Affordability, 2023-2027
    • PI: Investigation of Time-dependent Physician Productivity and Application in Emergency Department Waiting Time Management 2023 - 2025
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    • PI: Optimal bed allocation in intensive care unit with patients health evolution and patient readmission
    • Co-I: Impact of Emergency Department Waiting Time Announcements on Patient Behavior
    • Physician Scheduling in Case Managers Style Emergency Departments: Machine Learning-Aided Solution Approaches
    • Service-Level Computation in Time-Varying Queueing System with Priorities
    • Exact Algorithm and Machine Learning-Based Heuristic for Stochastic Lot Streaming and Scheduling Problem
    • Patient Sensitivity to Emergency Department Waiting Time Announcements
    • Scheduling of Physicians with Time‐Varying Productivity Levels in Emergency Departments
    • Assigning Priorities (or Not) in Service Systems with Nonlinear Waiting Costs
    • The Impact of Emergency Department Crowding on Admission Decisions and Patient Outcomes
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Physician Scheduling in Case Managers Style Emergency Departments: Machine Learning-Aided Solution Approaches

May 21, 2025·
Ran Liu
,
Bo Zhou
,
Shiming Wang
Huiyin Ouyang
Huiyin Ouyang
· 0 min read
Cite DOI
Type
Journal article
Publication
European Journal of Operational Research
Last updated on May 21, 2025
Emergency Departments Machine Learning Physician Scheduling
Huiyin Ouyang
Authors
Huiyin Ouyang
Associate Professor
Service-Level Computation in Time-Varying Queueing System with Priorities May 4, 2025 →

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