Modeling and Simulation in Healthcare Systems
( 25 Modules )

Module #1
Introduction to Modeling and Simulation in Healthcare
Overview of modeling and simulation, their importance and applications in healthcare systems

Module #2
Basics of Modeling
Types of models, model classification, and modeling methodologies

Module #3
Simulation Fundamentals
Discrete-event simulation, continuous simulation, and hybrid simulation

Module #4
Healthcare System Modeling
Models of healthcare systems, patient flow, and process mapping

Module #5
Data Collection and Analysis for Modeling
Data sources, data preprocessing, and descriptive statistics for modeling

Module #6
Stochastic Processes in Healthcare
Random processes, probability distributions, and queueing theory

Module #7
System Dynamics Modeling in Healthcare
Introduction to system dynamics, stock-and-flow diagrams, and feedback loops

Module #8
Discrete-Event Simulation in Healthcare
Discrete-event simulation frameworks, event scheduling, and entity modeling

Module #9
Agent-Based Modeling in Healthcare
Agent-based modeling, behavior rules, and decision-making

Module #10
Machine Learning in Healthcare Modeling
Introduction to machine learning, supervised and unsupervised learning, and model evaluation

Module #11
Modeling Patient Flow and Capacity Planning
Modeling patient flow, capacity planning, and resource allocation

Module #12
Modeling Emergency Department Operations
Modeling emergency department flow, triage, and resource allocation

Module #13
Modeling Surgical Services and Operating Room Management
Modeling surgical services, OR scheduling, and resource allocation

Module #14
Modeling Inpatient Flow and Bed Capacity Management
Modeling inpatient flow, bed capacity management, and resource allocation

Module #15
Modeling Outpatient Clinics and Appointment Scheduling
Modeling outpatient clinics, appointment scheduling, and resource allocation

Module #16
Modeling Public Health Systems and Disease Spread
Modeling public health systems, disease spread, and intervention strategies

Module #17
Modeling Healthcare Policy and Decision-Making
Modeling healthcare policy, decision-making, and scenario analysis

Module #18
Model Validation and Verification in Healthcare
Model validation, verification, and sensitivity analysis

Module #19
Model Deployment and Implementation
Model deployment, implementation, and stakeholder engagement

Module #20
Healthcare Analytics and Performance Metrics
Healthcare analytics, performance metrics, and data visualization

Module #21
Case Studies in Healthcare Modeling and Simulation
Real-world case studies and applications of modeling and simulation in healthcare

Module #22
Modeling and Simulation Tools and Software
Overview of modeling and simulation tools and software in healthcare

Module #23
Interdisciplinary Collaboration in Healthcare Modeling
Importance of interdisciplinary collaboration in healthcare modeling and simulation

Module #24
Ethical Considerations in Healthcare Modeling and Simulation
Ethical considerations, data privacy, and transparency in healthcare modeling and simulation

Module #25
Course Wrap-Up & Conclusion
Planning next steps in Modeling and Simulation in Healthcare Systems career

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Modeling and Simulation in Healthcare Systems ( 25 Modules )

Modeling and Simulation in Healthcare Systems
( 25 Modules )