Advanced Operations Research Techniques in Healthcare
( 30 Modules )

Module #1
Introduction to Operations Research in Healthcare
Overview of OR in healthcare, importance, and applications

Module #2
Linear and Integer Programming
Review of LP and IP, formulation, and solution methods

Module #3
Stochastic Processes and Queuing Theory
Key concepts and applications in healthcare, including queuing models and Markov chains

Module #4
Dynamic Programming
Principles and applications in healthcare, including inventory control and resource allocation

Module #5
Metaheuristics
Introduction to simulated annealing, genetic algorithms, and ant colony optimization

Module #6
Stochastic Optimization
Techniques for solving stochastic optimization problems, including scenario-based optimization

Module #7
Predictive Analytics in Healthcare
Introduction to predictive modeling, including regression, decision trees, and clustering

Module #8
Machine Learning in Healthcare
Introduction to machine learning, including supervised and unsupervised learning

Module #9
Text and Image Analytics in Healthcare
Applications of text and image analytics in healthcare, including natural language processing and computer vision

Module #10
Discrete-Event Simulation
Introduction to discrete-event simulation, including modeling and analysis

Module #11
System Dynamics Modeling
Introduction to system dynamics modeling, including stock-and-flow diagrams and feedback loops

Module #12
Agent-Based Modeling
Introduction to agent-based modeling, including application in healthcare

Module #13
Personnel Scheduling
Introduction to personnel scheduling, including mathematical models and solution methods

Module #14
Operating Room Scheduling
Introduction to operating room scheduling, including stochastic and dynamic models

Module #15
Resource Allocation
Introduction to resource allocation, including mathematical models and solution methods

Module #16
Supply Chain Management in Healthcare
Introduction to supply chain management, including inventory control and transportation

Module #17
Pharmaceutical Supply Chain Optimization
Introduction to pharmaceutical supply chain optimization, including inventory management and distribution

Module #18
Hospital Logistics and Materials Management
Introduction to hospital logistics, including transportation and inventory management

Module #19
Decision Analysis in Healthcare
Introduction to decision analysis, including decision trees and influence diagrams

Module #20
Multi-Criteria Decision Making
Introduction to multi-criteria decision making, including AHP and goal programming

Module #21
Group Decision Making and Negotiation
Introduction to group decision making and negotiation in healthcare

Module #22
Robust Optimization in Healthcare
Introduction to robust optimization, including uncertainty and robustness

Module #23
Machine Learning for Personalized Medicine
Introduction to machine learning for personalized medicine, including omics data analysis

Module #24
OR in Global Health
Applications of OR in global health, including disease modeling and resource allocation

Module #25
Case Studies in Healthcare Operations
Real-world case studies of OR applications in healthcare operations

Module #26
Applications of OR in Healthcare Policy
Applications of OR in healthcare policy, including policy evaluation and decision making

Module #27
OR in Healthcare Management
Applications of OR in healthcare management, including strategic planning and resource allocation

Module #28
Final Project Presentations
Student presentations of final projects applying OR techniques to healthcare problems

Module #29
Capstone Project Development
Guided development of a capstone project applying OR techniques to a healthcare problem

Module #30
Course Wrap-Up & Conclusion
Planning next steps in Advanced Operations Research Techniques in Healthcare career

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Advanced Operations Research Techniques in Healthcare ( 30 Modules )

Advanced Operations Research Techniques in Healthcare
( 30 Modules )