The dynamic visualizations and geometric assessments presented in this protocol are generated utilizing advanced artificial intelligence and digital morphing technologies. They are intended solely for educational, illustrative, and conceptual purposes.

Human facial anatomy is complex and uniquely individual; consequently, the “Optimized Projection” images represent a simulated algorithmic ideal rather than a guaranteed or mathematically precise surgical, dermatological, or cosmetic outcome.