Diabetic retinopathy detection through deep learning techniques: A review
Diabetic Retinopathy (DR) is a common complication of diabetes mellitus, which causes lesions on the retina that effect vision. If it is not detected early, it can lead to blindness. Unfortunately, DR is not a reversible process, and treatment only sustains vision. DR early detection and treatment c...
Main Authors: | Wejdan L. Alyoubi, Wafaa M. Shalash, Maysoon F. Abulkhair |
---|---|
Format: | Article |
Language: | English |
Published: |
Elsevier
2020-01-01
|
Series: | Informatics in Medicine Unlocked |
Subjects: | |
Online Access: | http://www.sciencedirect.com/science/article/pii/S2352914820302069 |
Similar Items
-
Diabetic Retinopathy Fundus Image Classification and Lesions Localization System Using Deep Learning
by: Wejdan L. Alyoubi, et al.
Published: (2021-05-01) -
Indian Diabetic Retinopathy Image Dataset (IDRiD): A Database for Diabetic Retinopathy Screening Research
by: Prasanna Porwal, et al.
Published: (2018-07-01) -
Analysis of fluorescence fundus angiography in patients with diabetic retinopathy
by: Xiao-Dan Jiang, et al.
Published: (2018-09-01) -
Diabetic Retinopathy Detection Using VGG-NIN a Deep Learning Architecture
by: Zubair Khan, et al.
Published: (2021-01-01) -
A Mobile Tele-Ophthalmology System for Planned and Opportunistic Screening of Diabetic Retinopathy in Primary Care
by: Francisco Nunes, et al.
Published: (2021-01-01)