DIAROP: Automated Deep Learning-Based Diagnostic Tool for Retinopathy of Prematurity

DIAROP: Automated Deep Learning-Based Diagnostic Tool for Retinopathy of Prematurity

Retinopathy of Prematurity (ROP) affects preterm neonates and could cause blindness. Deep Learning (DL) can assist ophthalmologists in the diagnosis of ROP. This paper proposes an automated and reliable diagnostic tool based on DL techniques called DIAROP to support the ophthalmologic diagnosis of R...

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Bibliographic Details
Main Author: Omneya Attallah
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Diagnostics
Subjects:
Retinopathy of Prematurity (ROP)
Deep Learning (DL)
transfer learning
Convolutional Neural Networks (CNN)
Computer-Aided Diagnosis
Online Access:https://www.mdpi.com/2075-4418/11/11/2034

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https://www.mdpi.com/2075-4418/11/11/2034

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