Modelling eye injection pathways

30 Second Summary

The project aims to develop a flexible simulation model to optimise anti-VEGF treatment strategies in ophthalmology. It will use dual modelling frameworks, a modular design, and an interactive dashboard. The model will analyse clinical effectiveness, costs, and resource requirements, adapting to new treatments. The objective is to provide a tool to improve patient outcomes and optimize resource use and costs.

Agent Based Simulation (ABS)

Discrete Event Simulation (DES)

Streamlit

Opthalmology

This project aims to develop a comprehensive and flexible simulation model to optimise anti-VEGF treatment strategies in ophthalmology. The model will address the complex challenges in anti-VEGF treatments, including frequent injections, multiple treatment options, and diverse strategies, whilst considering the significant resource consumption and high costs associated with these treatments.

Key features of the project include:

Dual modelling approach using Mesa and SimPy frameworks to determine the most suitable platform.
Modular design to accommodate various treatment strategies, drug efficacies, and clinic capacities.
User-friendly interface with interactive dashboards for stakeholders to explore different scenarios.
Analysis of clinical effectiveness, costs, and resource requirements for various treatment approaches.
Adaptability to incorporate new drugs and treatment paradigms as they emerge.

Project Objectives: The project aims to provide a tool for data-driven decision-making in ophthalmology clinic management, potentially improving patient outcomes whilst optimising resource use and costs.