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Presenter: Areej Al-Wabil, Phd
Prince Sultan University
1
Simulation Modelling in
Healthcare: Challenges
and Trends
Sulaf ...
Introduction: Simulation
2
Simulation
in
Healthcare
Management of patient
flow inside emergency
rooms [1][[2].
Allocation of human
resources around t...
Systematic Literature Review
4
Simulation
Platform
Engineering
Process
Data Collection
GUIs and
Interaction modes
Agent
Characteristics
Challenges of Sim...
Challenges of Simulation in Healthcare:
• Platforms
6
Challenges of Simulation in Healthcare:
• Data Sources
7
Real Time Data Historical Data
Random Data Generation
Challenges of Simulation in Healthcare:
• Engineering Process
8
• Overview, Design concepts and Detail (ODD) Protocol
Challenges of Simulation in Healthcare:
• Visualization
9
Challenges of Simulation in Healthcare:
• Agent characteristics
10
Agents in models concerned with
scheduling are often re...
11
Author : Sulaf Almagooshi
Prince Sultan University
Email : almagooshis@acm.org
Thesis Advisor: Areej Al-Wabil, PhD
Prin...
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Simulation Modelling in Healthcare: Challenges and Trends

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Presentation in the 6th International Conference on Applied Human Factors and Ergonomics AHFE2015 in Las Vegas, Nevada, USA on July 29, 2015. The research study was conducted in Prince Sultan University, and sponsored by a grant from King Fahad Medical City and the Software and Knowledge Engineering Research Group.

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Simulation Modelling in Healthcare: Challenges and Trends

  1. 1. Presenter: Areej Al-Wabil, Phd Prince Sultan University 1 Simulation Modelling in Healthcare: Challenges and Trends Sulaf Al-Magooshi, Areej Al-Wabil College of Computer and Information Sciences Prince Sultan University, Riyadh, Saudi Arabia
  2. 2. Introduction: Simulation 2
  3. 3. Simulation in Healthcare Management of patient flow inside emergency rooms [1][[2]. Allocation of human resources around the hospital [3][4]. Patient admission [5]. Hospital bed utilization [6][7]. simulate populations with a specific chronic disease [8]. with a particular disease of a network that provides healthcare services [8]. 3
  4. 4. Systematic Literature Review 4
  5. 5. Simulation Platform Engineering Process Data Collection GUIs and Interaction modes Agent Characteristics Challenges of Simulation in Healthcare: 5
  6. 6. Challenges of Simulation in Healthcare: • Platforms 6
  7. 7. Challenges of Simulation in Healthcare: • Data Sources 7 Real Time Data Historical Data Random Data Generation
  8. 8. Challenges of Simulation in Healthcare: • Engineering Process 8 • Overview, Design concepts and Detail (ODD) Protocol
  9. 9. Challenges of Simulation in Healthcare: • Visualization 9
  10. 10. Challenges of Simulation in Healthcare: • Agent characteristics 10 Agents in models concerned with scheduling are often represented using high level attributes that are directly derived from the problem itself Publications of studying the spread of a certain disease humanize agents by defining detailed socio-demographic attributes.
  11. 11. 11 Author : Sulaf Almagooshi Prince Sultan University Email : almagooshis@acm.org Thesis Advisor: Areej Al-Wabil, PhD Prince Sultan University Email : awabil@psu.edu.sa Simulation Modelling in Healthcare: Challenges and Trends

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