Artificial intelligence-assisted telemedicine platform for cataract screening and management: a potential model of care for global eye health

被引：43

作者：

Ting, Darren Shu Jeng ^{[1
,2
]}

Ang, Marcus ^{[3
,4
]}

Mehta, Jodhbir S. ^{[3
,4
]}

Ting, Daniel Shu Wei ^{[3
,4
]}

机构：

[1] Univ Nottingham, Acad Ophthalmol, Nottingham, England

[2] Queen Med Ctr, Dept Ophthalmol, Nottingham, England

[3] Singapore Natl Eye Ctr, Singapore, Singapore

[4] Duke NUS Med Sch, Singapore, Singapore

来源：

BRITISH JOURNAL OF OPHTHALMOLOGY | 2019年 / 103卷 / 11期

关键词：

imaging; lens and zonules; public health; telemedicine; DIABETIC-RETINOPATHY; IMAGES;

D O I：

10.1136/bjophthalmol-2019-315025

中图分类号：

R77 [眼科学];

学科分类号：

100212 ;

摘要：

引用

页码：1537 / 1538

页数：2

共 20 条

[1]

[Anonymous], 2016, The Fourth Industrial Revolution: what it means, how to respond

[2] Automated Diagnosis of Plus Disease in Retinopathy of Prematurity Using Deep Convolutional Neural Networks [J].

Brown, James M. ;

Campbell, J. Peter ;

Beers, Andrew ;

Chang, Ken ;

Ostmo, Susan ;

Chan, R. V. Paul ;

Dy, Jennifer ;

Erdogmus, Deniz ;

Ioannidis, Stratis ;

Kalpathy-Cramer, Jayashree ;

Chiang, Michael F. .

JAMA OPHTHALMOLOGY, 2018, 136 (07) :803-810

[3] Automated Grading of Age-Related Macular Degeneration From Color Fundus Images Using Deep Convolutional Neural Networks [J].

Burlina, Philippe M. ;

Joshi, Neil ;

Pekala, Michael ;

Pacheco, Katia D. ;

Freund, David E. ;

Bressler, Neil M. .

JAMA OPHTHALMOLOGY, 2017, 135 (11) :1170-1176

[4] Clinically applicable deep learning for diagnosis and referral in retinal disease [J].

De Fauw, Jeffrey ;

Ledsam, Joseph R. ;

Romera-Paredes, Bernardino ;

Nikolov, Stanislav ;

Tomasev, Nenad ;

Blackwell, Sam ;

Askham, Harry ;

Glorot, Xavier ;

O'Donoghue, Brendan ;

Visentin, Daniel ;

van den Driessche, George ;

Lakshminarayanan, Balaji ;

Meyer, Clemens ;

Mackinder, Faith ;

Bouton, Simon ;

Ayoub, Kareem ;

Chopra, Reena ;

King, Dominic ;

Karthikesalingam, Alan ;

Hughes, Cian O. ;

Raine, Rosalind ;

Hughes, Julian ;

Sim, Dawn A. ;

Egan, Catherine ;

Tufail, Adnan ;

Montgomery, Hugh ;

Hassabis, Demis ;

Rees, Geraint ;

Back, Trevor ;

Khaw, Peng T. ;

Suleyman, Mustafa ;

Cornebise, Julien ;

Keane, Pearse A. ;

Ronneberger, Olaf .

NATURE MEDICINE, 2018, 24 (09) :1342-+

[5] Stanford University Network for Diagnosis of Retinopathy of Prematurity (SUNDROP): Five Years of Screening With Telemedicine [J].

Fijalkowski, Natalia ;

Zheng, Luo Luo ;

Henderson, Michael T. ;

Wang, Sean K. ;

Wallenstein, Matthew B. ;

Leng, Theodore ;

Moshfeghi, Darius M. .

OPHTHALMIC SURGERY LASERS & IMAGING RETINA, 2014, 45 (02) :106-113

[6] Global causes of blindness and distance vision impairment 1990-2020: a systematic review and meta-analysis [J].

Flaxman, Seth R. ;

Bourne, Rupert R. A. ;

Resnikoff, Serge ;

Ackland, Peter ;

Braithwaite, Tasanee ;

Cicinelli, Maria V. ;

Das, Aditi ;

Jonas, Jost B. ;

Keeffe, Jill ;

Kempen, John H. ;

Leasher, Janet ;

Limburg, Hans ;

Naidoo, Kovin ;

Pesudovs, Konrad ;

Silvester, Alex ;

Stevens, Gretchen A. ;

Tahhan, Nina ;

Wong, Tien Y. ;

Taylor, Hugh R. .

LANCET GLOBAL HEALTH, 2017, 5 (12) :E1221-E1234

[7] Corneal power evaluation after myopic corneal refractive surgery using artificial neural networks [J].

Koprowski, Robert ;

Lanza, Michele ;

Irregolare, Carlo .

BIOMEDICAL ENGINEERING ONLINE, 2016, 15

[8] Clinical tests: sensitivity and specificity [J].

Lalkhen, Abdul Ghaaliq ;

McCluskey, Anthony .

BJA EDUCATION, 2008, 8 (06) :221-223

[9] Deep learning [J].

LeCun, Yann ;

Bengio, Yoshua ;

Hinton, Geoffrey .

NATURE, 2015, 521 (7553) :436-444

[10]

Li ZX, 2018, OPHTHALMOLOGY, V125, P1199, DOI 10.1016/j.ophtha.2018.01.023

← 1 2 →