Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning

Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning

Abstract Background With the advancement of powerful image processing and machine learning techniques, Computer Aided Diagnosis has become ever more prevalent in all fields of medicine including ophthalmology. These methods continue to provide reliable and standardized large scale screening of vario...

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Bibliographic Details
Main Authors: Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed
Format: Article
Language:English
Published: BMC 2019-07-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Computer aided diagnosis
Deep learning
Glaucoma detection
Machine learning
Medical image analysis
Optic disc localization
Online Access:http://link.springer.com/article/10.1186/s12911-019-0842-8

Internet

http://link.springer.com/article/10.1186/s12911-019-0842-8

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