Deep learning applications in ophthalmology.

Abstract:

PURPOSE OF REVIEW:To describe the emerging applications of deep learning in ophthalmology. RECENT FINDINGS:Recent studies have shown that various deep learning models are capable of detecting and diagnosing various diseases afflicting the posterior segment of the eye with high accuracy. Most of the initial studies have centered around detection of referable diabetic retinopathy, age-related macular degeneration, and glaucoma. SUMMARY:Deep learning has shown promising results in automated image analysis of fundus photographs and optical coherence tomography images. Additional testing and research is required to clinically validate this technology.

journal_name

Curr Opin Ophthalmol

authors

Rahimy E

doi

10.1097/ICU.0000000000000470

subject

Has Abstract

pub_date

2018-05-01 00:00:00

pages

254-260

issue

3

eissn

1040-8738

issn

1531-7021

journal_volume

29

pub_type

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