Fig. 3: Workflow to generate the digital twin model.

Simplified representation of the workflow for the proposed digital twin model that integrates health regimen adherence, baseline and post-intervention health data collection, and metabolic flexibility assessment. The AI-powered module links health regimens with long-term health outcomes to provide predictive insights and personalized health interventions.