CNN-Hyperparameter Optimization for Diabetic Maculopathy Diagnosis in Optical Coherence Tomography and Fundus Retinography

CNN-Hyperparameter Optimization for Diabetic Maculopathy Diagnosis in Optical Coherence Tomography and Fundus Retinography

Diabetic Maculopathy (DM) is considered the most common cause of permanent visual impairment in diabetic patients. The absence of clear pathological symptoms of DM hinders the timely diagnosis and treatment of such a critical condition. Early diagnosis of DM is feasible through eye screening technol...

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Bibliographic Details
Main Authors: Ghada Atteia, Nagwan Abdel Samee, El-Sayed M. El-Kenawy, Abdelhameed Ibrahim
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Mathematics
Subjects:
diabetic maculopathy
convolutional neural network
Bayesian optimization
hyperparameters
optical coherence tomography
fundus images
Online Access:https://www.mdpi.com/2227-7390/10/18/3274

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https://www.mdpi.com/2227-7390/10/18/3274

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