Artificial Intelligence Analysis of over a Million Chinese Men and Women Reveals Level of Dark Circle in the Facial Skin Aging Process

Tian-Hao Li,Xu-Da Ma,Zi-Ming Li,Nan-Ze Yu, Jin-Yan Song, Zi-Tao Ma, Han-ting Ying, Beibei Zhou,Jiu-Zuo Huang, Liang Wu,Xiao Long

Skin research and technology official journal of International Society for Bioengineering and the Skin (ISBS) and International Society for Digital Imaging of Skin (ISDIS) and International Society for Skin Imaging (ISSI)（2023）

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Key words

artificial intelligence,Chinese,dark circles,deep learning,skin aging

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