Intraretinal Fluid Detection by Means of a Densely Connected Convolutional Neural Network Using Optical Coherence Tomography Images

Intraretinal Fluid Detection by Means of a Densely Connected Convolutional Neural Network Using Optical Coherence Tomography Images

Hereby we present a methodology with the objective of detecting retinal fluid accumulations in between the retinal layers. The methodology uses a robust Densely Connected Neural Network to classify thousands of subsamples, extracted from a given Optical Coherence Tomography image. Posteriorly, using...

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Bibliographic Details
Main Authors: Plácido L. Vidal, Joaquim de Moura, Jorge Novo, Marcos Ortega
Format: Article
Language:English
Published: MDPI AG 2019-08-01
Series:Proceedings
Subjects:
Computer-Aided Diagnosis
retinal imaging
Optical Coherence Tomography
deep learning
DenseNet
intraretinal cystoid region characterization
Online Access:https://www.mdpi.com/2504-3900/21/1/34

Internet

https://www.mdpi.com/2504-3900/21/1/34

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