Advances in Retinal Imaging and Applications in Diabetic Retinopathy Screening: A Review

被引:86
|
作者
Fenner, Beau J. [1 ]
Wong, Raymond L. M. [2 ]
Lam, Wai-Ching [3 ]
Tan, Gavin S. W. [4 ,5 ,6 ]
Cheung, Gemmy C. M. [5 ,6 ,7 ]
机构
[1] Singapore Natl Eye Ctr, Residency Program, Singapore, Singapore
[2] Chinese Univ Hong Kong, Dept Ophthalmol & Visual Sci, Hong Kong, Peoples R China
[3] Univ Hong Kong, Dept Ophthalmol, Shatin, Hong Kong, Peoples R China
[4] Singapore Natl Eye Ctr, Surg Retina Dept, Singapore, Singapore
[5] Duke NUS Grad Med Sch, Ophthlamol & Visual Sci Acad Clin Program, Singapore, Singapore
[6] Singapore Eye Res Inst, Retina Res Grp, Singapore, Singapore
[7] Singapore Natl Eye Ctr, Med Retina Dept, Singapore, Singapore
关键词
Artificial intelligence; Deep learning; Diabetic retinopathy; Optical coherence tomography; Retina; Ultrawide field imaging; COHERENCE TOMOGRAPHY ANGIOGRAPHY; FUNDUS PHOTOGRAPHY; MACULAR EDEMA; COST-EFFECTIVENESS; PERIPHERAL LESIONS; RISK-FACTORS; PREVALENCE; PROGRAM; TELEMEDICINE; SMARTPHONE;
D O I
10.1007/s40123-018-0153-7
中图分类号
R77 [眼科学];
学科分类号
100212 ;
摘要
Rising prevalence of diabetes worldwide has necessitated the implementation of population-based diabetic retinopathy (DR) screening programs that can perform retinal imaging and interpretation for extremely large patient cohorts in a rapid and sensitive manner while minimizing inappropriate referrals to retina specialists. While most current screening programs employ mydriatic or nonmydriatic color fundus photography and trained image graders to identify referable DR, new imaging modalities offer significant improvements in diagnostic accuracy, throughput, and affordability. Smartphone-based fundus photography, macular optical coherence tomography, ultrawide-field imaging, and artificial intelligence-based image reading address limitations of current approaches and will likely become necessary as DR becomes more prevalent. Here we review current trends in imaging for DR screening and emerging technologies that show potential for improving upon current screening approaches.
引用
收藏
页码:333 / 346
页数:14
相关论文
共 50 条
  • [1] Advances in Retinal Imaging and Applications in Diabetic Retinopathy Screening: A Review
    Beau J. Fenner
    Raymond L. M. Wong
    Wai-Ching Lam
    Gavin S. W. Tan
    Gemmy C. M. Cheung
    Ophthalmology and Therapy, 2018, 7 : 333 - 346
  • [2] Advances in retinal imaging for diabetic retinopathy and diabetic macular edema
    Tan, Colin Siang Hui
    Chew, Milton Cher Yong
    Lim, Louis Wei Yi
    Sadda, Srinivas R.
    INDIAN JOURNAL OF OPHTHALMOLOGY, 2016, 64 (01) : 76 - 83
  • [3] Comparison of different methods of retinal imaging for the screening of diabetic retinopathy: a systematic review
    Karason, Kolbeinn Tumi
    Vo, Diana
    Grauslund, Jakob
    Rasmussen, Malin Lundberg
    ACTA OPHTHALMOLOGICA, 2022, 100 (02) : 127 - 135
  • [4] Contemporary retinal imaging techniques in diabetic retinopathy: a review
    Cole, Emily Dawn
    Novais, Eduardo Amorim
    Louzada, Ricardo Noguera
    Waheed, Nadia K.
    CLINICAL AND EXPERIMENTAL OPHTHALMOLOGY, 2016, 44 (04): : 289 - 299
  • [5] Sensitivity and specificity of digital retinal imaging for screening diabetic retinopathy
    Lopez-Bastida, J.
    Cabrera-Lopez, F.
    Serrano-Aguilar, P.
    DIABETIC MEDICINE, 2007, 24 (04) : 403 - 407
  • [6] A telecommunication based network for retinal imaging and diabetic retinopathy screening
    Bursell, SE
    Gardner, WK
    Aiello, LP
    Aiello, LM
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 1996, 37 (03) : 4390 - 4390
  • [7] Review of retinal cameras for global coverage of diabetic retinopathy screening
    Rajalakshmi, Ramachandran
    Prathiba, Vijayaraghavan
    Arulmalar, Subramanian
    Usha, Manoharan
    EYE, 2021, 35 (01) : 162 - 172
  • [8] Review of retinal cameras for global coverage of diabetic retinopathy screening
    Ramachandran Rajalakshmi
    Vijayaraghavan Prathiba
    Subramanian Arulmalar
    Manoharan Usha
    Eye, 2021, 35 : 162 - 172
  • [9] The Role of Retinal Imaging and Portable Screening Devices in Tele-ophthalmology Applications for Diabetic Retinopathy Management
    Debuc, Delia Cabrera
    CURRENT DIABETES REPORTS, 2016, 16 (12)
  • [10] The Role of Retinal Imaging and Portable Screening Devices in Tele-ophthalmology Applications for Diabetic Retinopathy Management
    Delia Cabrera DeBuc
    Current Diabetes Reports, 2016, 16