HyCAD-OCT: A Hybrid Computer-Aided Diagnosis of Retinopathy by Optical Coherence Tomography Integrating Machine Learning and Feature Maps Localization

HyCAD-OCT: A Hybrid Computer-Aided Diagnosis of Retinopathy by Optical Coherence Tomography Integrating Machine Learning and Feature Maps Localization

Optical Coherence Tomography (OCT) imaging has major advantages in effectively identifying the presence of various ocular pathologies and detecting a wide range of macular diseases. OCT examinations can aid in the detection of many retina disorders in early stages that could not be detected in tradi...

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Bibliographic Details
Main Authors: Mohamed Ramzy Ibrahim, Karma M. Fathalla, Sherin M. Youssef
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Applied Sciences
Subjects:
deep learning
CNN
feature generation
feature fusion
RoI segmentation
OCT
Online Access:https://www.mdpi.com/2076-3417/10/14/4716

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