AI-enabled, QbD-aligned Predictive, and Sustainable Design of Natural Polymer-based Drug Delivery Systems

Key Points

• Predictive, AI-enabled design enhances the sustainability of drug delivery systems using natural polymers.
• The integration of quality by design (QbD) principles demonstrates a significant improvement in system efficiency.
• Assessment using novel AI algorithms allows for better prediction of delivery system performance over time.
• This approach may enable more effective treatments, but requires further validation and adjustment in real-world applications.