The future application of artificial intelligence and telemedicine in the retina: A perspective

被引:7
|
作者
Wu, Chu-Ting [1 ,2 ]
Lin, Ting-Yi [3 ]
Lin, Cheng-Jun [4 ,5 ]
Hwang, De-Kuang [6 ,7 ,8 ]
机构
[1] Taipei Vet Gen Hosp, Dept Med Educ, Taipei, Taiwan
[2] Tzu Chi Univ, Sch Med, Dept Med, Hualien, Taiwan
[3] Natl Yang Ming Chiao Tung Univ, Doctoral Degree Program Translat Med, Taipei, Taiwan
[4] Natl Yang Ming Chiao Tung Univ, Inst Biol Sci & Technol, Dept Biol Sci & Technol, Hsinchu, Taiwan
[5] Natl Hlth Res Inst, Inst Populat Hlth Sci, Zhunan, Miaoli, Taiwan
[6] Taipei Vet Gen Hosp, Dept Ophthalmol, Taipei, Taiwan
[7] Natl Yang Ming Chiao Tung Univ, Sch Med, Dept Med, Taipei, Taiwan
[8] 201 Sect,2 Shi Pai Rd, Taipei 11217, Taiwan
关键词
Deep learning; digital technology; machine learning; retinal diseases; telemedicine; MACULAR DEGENERATION; DIABETIC-RETINOPATHY; PLUS DISEASE; SURGICAL PERFORMANCE; AUTOMATED DETECTION; MONITORING-SYSTEM; PREMATURITY; TELESURGERY; FEASIBILITY; SURGERY;
D O I
10.4103/tjo.TJO-D-23-00028
中图分类号
R77 [眼科学];
学科分类号
100212 ;
摘要
The development of artificial intelligence (AI) and deep learning provided precise image recognition and classification in the medical field. Ophthalmology is an exceptional department to translate AI applications since noninvasive imaging is routinely used for the diagnosis and monitoring. In recent years, AI-based image interpretation of optical coherence tomography and fundus photograph in retinal diseases has been extended to diabetic retinopathy, age-related macular degeneration, and retinopathy of prematurity. The rapid development of portable ocular monitoring devices coupled with AI-informed interpretations allows possible home monitoring or remote monitoring of retinal diseases and patients to gain autonomy and responsibility for their conditions. This review discusses the current research and application of AI, telemedicine, and home monitoring devices on retinal disease. Furthermore, we propose a future model of how AI and digital technology could be implemented in retinal diseases.
引用
收藏
页码:133 / 141
页数:9
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