额头只向一个方向收缩:AI-量子弹性和阻力梯度揭示了额头肌肉运动的真实性质
Eqram Rahman1, William Richard Webb2, Parinitha Rao3
1Research and Innovation Hub, Innovation Aesthetics, London, UK. Eqram.rahman@gmail.com.
Aesthetic plastic surgery
|May 27, 2025
概括
额头肌的收缩是单向的,而不是双向的,皮肤折叠是由弹性抵抗引起的. 这种新的量子弹性和电阻梯度 (QERG) 模型挑战了先前的理论,并影响了审美治疗.
科学领域:
- 生物力学 生物力学
- 皮肤病学 皮肤病学
- 人工智能的人工智能
背景情况:
- 正面肌肉收缩和皮肤相互作用的生物力学受到辩论,特别是双向运动理论.
- 本研究介绍了量子弹性和电阻梯度 (QERG) 模型,以解释额头缩期间的皮肤动态.
研究的目的:
- 为了研究额头肌收缩的生物力学和皮肤动态.
- 引入和验证量子弹性和电阻梯度 (QERG) 模型.
- 挑战正面肌肉收缩的双向运动理论.
主要方法:
- 使用深度学习 (TensorFlow,PyTorch) 开发了一个人工智能驱动的生物机械模型.
- 在600个不同受试者的3D面部扫描上训练模型.
- 利用有限元分析和机器学习来预测皮肤行为,阻力梯度和纹形成.
主要成果:
- 头骨位移平均为6.9毫米,根据年龄和种族而异.
- 白人显示出更大的位移 (7.3毫米) 比非洲裔美国人和亚洲人 (6.0毫米,5.8毫米).
- 该QERG模型准确地预测了皮肤折叠 (R2 = 0.96),根据人口统计数据的变化.
结论:
- QERG模型证实了单向的前额肌收缩.
- 皮肤折叠是由于弹性抵抗,反驳双向收缩理论.
- 这些发现对审美治疗策略有重大影响.
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