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Guo-Jing Chang

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Review Open access Sep 2026

From Static Atlases to Intelligent Learning Systems: A Scoping Review of Imaging-Based Tools and Emerging Artificial Intelligence Applications for Facial Aesthetic Education and Training

Aesthetic surgery training requires anatomical knowledge, psychomotor skill, aesthetic judgment, and patient-centered decision-making. Traditional training pathways face constraints as demand for aesthetic procedures increases and unregulated practice exposes patients to preventable complications. Multimodal imaging,...

Meng-Yuan Zhang, Yu-Yan Ma, Guo-Jing Chang et al. · 0 citations

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