Oculoplastics is a subspecialty of ophthalmology/dermatology concerned with eyelid, orbital, and lacrimal diseases. Artificial intelligence (AI), with its powerful ability to analyze large data sets, has dramatically benefited oculoplastics. The cutting-edge AI technology is widely applied to extract ocular parameters and to use these results for further assessment, such as screening and diagnosis of blepharoptosis and predicting the progression of thyroid eye disease. AI also assists in treatment procedures, such as surgical strategy planning in blepharoptosis. High efficiency and high reliability are the most apparent advantages of AI, with promising prospects. The possibilities of AI in oculoplastics may lie in threedimensional modeling technology and image generation. We retrospectively summarize AI applications involving eyelid, orbital, and lacrimal diseases in oculoplastics, and we also examine the strengths and weaknesses of AI technology in oculoplastics. (c) 2024 Elsevier Inc. All rights reserved.
机构:
Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou, Peoples R China
Bi, Shaowei
;
Chen, Rongxin
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Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou, Peoples R China
Chen, Rongxin
;
Zhang, Kai
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机构:
Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou, Peoples R China
Xidian Univ, Sch Comp Sci & Technol, Xian, Peoples R ChinaSun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou, Peoples R China
Zhang, Kai
;
Xiang, Yifan
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Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou, Peoples R China
Xiang, Yifan
;
Wang, Ruixin
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Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou, Peoples R China
Wang, Ruixin
;
Lin, Haotian
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机构:
Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou, Peoples R China
Sun Yat Sen Univ, Ctr Precis Med, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou, Peoples R China
Lin, Haotian
;
Yang, Huasheng
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Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou, Peoples R China
机构:
Univ Pittsburgh, Dept Ophthalmol, Pittsburgh, PA 15213 USAUniv Pittsburgh, Dept Ophthalmol, Pittsburgh, PA 15213 USA
Fu, Roxana
;
Leader, Joseph K.
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Univ Pittsburgh, Dept Radiol, Pittsburgh, PA 15213 USA
Univ Pittsburgh, Dept Bioengn, Pittsburgh, PA 15213 USAUniv Pittsburgh, Dept Ophthalmol, Pittsburgh, PA 15213 USA
Leader, Joseph K.
;
Pradeep, Tejus
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Johns Hopkins Univ, Sch Med, Baltimore, MD USAUniv Pittsburgh, Dept Ophthalmol, Pittsburgh, PA 15213 USA
Pradeep, Tejus
;
Shi, Junli
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Univ Pittsburgh, Dept Radiol, Pittsburgh, PA 15213 USA
Univ Pittsburgh, Dept Bioengn, Pittsburgh, PA 15213 USAUniv Pittsburgh, Dept Ophthalmol, Pittsburgh, PA 15213 USA
Shi, Junli
;
Meng, Xin
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Univ Pittsburgh, Dept Radiol, Pittsburgh, PA 15213 USA
Univ Pittsburgh, Dept Bioengn, Pittsburgh, PA 15213 USAUniv Pittsburgh, Dept Ophthalmol, Pittsburgh, PA 15213 USA
Meng, Xin
;
Zhang, Yanchun
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机构:
Univ Pittsburgh, Dept Radiol, Pittsburgh, PA 15213 USA
Univ Pittsburgh, Dept Bioengn, Pittsburgh, PA 15213 USAUniv Pittsburgh, Dept Ophthalmol, Pittsburgh, PA 15213 USA
Zhang, Yanchun
;
Pu, Jiantao
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机构:
Univ Pittsburgh, Dept Radiol, Pittsburgh, PA 15213 USA
Univ Pittsburgh, Dept Bioengn, Pittsburgh, PA 15213 USAUniv Pittsburgh, Dept Ophthalmol, Pittsburgh, PA 15213 USA
机构:
Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou, Peoples R China
Bi, Shaowei
;
Chen, Rongxin
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou, Peoples R China
Chen, Rongxin
;
Zhang, Kai
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou, Peoples R China
Xidian Univ, Sch Comp Sci & Technol, Xian, Peoples R ChinaSun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou, Peoples R China
Zhang, Kai
;
Xiang, Yifan
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou, Peoples R China
Xiang, Yifan
;
Wang, Ruixin
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou, Peoples R China
Wang, Ruixin
;
Lin, Haotian
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou, Peoples R China
Sun Yat Sen Univ, Ctr Precis Med, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou, Peoples R China
Lin, Haotian
;
Yang, Huasheng
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou, Peoples R China
机构:
Univ Pittsburgh, Dept Ophthalmol, Pittsburgh, PA 15213 USAUniv Pittsburgh, Dept Ophthalmol, Pittsburgh, PA 15213 USA
Fu, Roxana
;
Leader, Joseph K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Dept Radiol, Pittsburgh, PA 15213 USA
Univ Pittsburgh, Dept Bioengn, Pittsburgh, PA 15213 USAUniv Pittsburgh, Dept Ophthalmol, Pittsburgh, PA 15213 USA
Leader, Joseph K.
;
Pradeep, Tejus
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Univ, Sch Med, Baltimore, MD USAUniv Pittsburgh, Dept Ophthalmol, Pittsburgh, PA 15213 USA
Pradeep, Tejus
;
Shi, Junli
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Dept Radiol, Pittsburgh, PA 15213 USA
Univ Pittsburgh, Dept Bioengn, Pittsburgh, PA 15213 USAUniv Pittsburgh, Dept Ophthalmol, Pittsburgh, PA 15213 USA
Shi, Junli
;
Meng, Xin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Dept Radiol, Pittsburgh, PA 15213 USA
Univ Pittsburgh, Dept Bioengn, Pittsburgh, PA 15213 USAUniv Pittsburgh, Dept Ophthalmol, Pittsburgh, PA 15213 USA
Meng, Xin
;
Zhang, Yanchun
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Dept Radiol, Pittsburgh, PA 15213 USA
Univ Pittsburgh, Dept Bioengn, Pittsburgh, PA 15213 USAUniv Pittsburgh, Dept Ophthalmol, Pittsburgh, PA 15213 USA
Zhang, Yanchun
;
Pu, Jiantao
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Dept Radiol, Pittsburgh, PA 15213 USA
Univ Pittsburgh, Dept Bioengn, Pittsburgh, PA 15213 USAUniv Pittsburgh, Dept Ophthalmol, Pittsburgh, PA 15213 USA