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Dynamic Eyelid Evaluation Using a Deep Neural Network in Upper Blepharoplasty: A Prospective Multicenter Pilot Study | Synapse
March 3, 2026
Dynamic Eyelid Evaluation Using a Deep Neural Network in Upper Blepharoplasty: A Prospective Multicenter Pilot Study
YL
Yunzhu Li
YC
Y. Chi
ZL
Zhigang Liu
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Key Points
Dynamic eyelid evaluation demonstrates improved analysis for upper blepharoplasty outcomes, enhancing surgical precision.
Key metrics indicate a significant enhancement in eyelid function as assessed by a deep neural network.
Prospective multicenter pilot study utilized advanced algorithms to analyze eyelid dynamics across various centers.
These findings highlight the potential for deep learning techniques in optimizing surgical procedures, warranting further investigations.
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Li et al. (Thu,) studied this question.
synapsesocial.com/papers/69a76826badf0bb9e87e3bd4
https://doi.org/https://doi.org/10.1007/s00266-026-05632-6