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Using Generative AI to Reconstruct Healthcare Simulation Models

Introduction

Aims

Primary aims
Related literature

Methods

Procedure overview
Model recreation
Case study selection
Model design
Prompt Engineering
Testing

Critical Care Model

STRESS report
Model Stage 1
Model Stage 2
Model output comparison
Prompts Stage 1
Prompts Stage 2

Stroke + Rehab model

STRESS report
Model Stage 1
Model Stage 2
Model output comparison
Prompts stage 1
Prompts stage 2

Results

CCU models
Stroke+Rehab models

Repository
Open issue

.md

Model Stage 2

Model Stage 2#

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Sensitivity Analysis Script

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Full model code

By Thomas Monks

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