Early Diagnosis of COVID-19 Images Using Optimal CNN Hyperparameters

Early Diagnosis of COVID-19 Images Using Optimal CNN Hyperparameters

Coronavirus disease (COVID-19) is a worldwide epidemic that poses substantial health hazards. However, COVID-19 diagnostic test sensitivity is still restricted due to abnormalities in specimen processing. Meanwhile, optimizing the highly defined number of convolutional neural network (CNN) hyperpara...

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Bibliographic Details
Main Authors: Mohamed H. Saad, Sherief Hashima, Wessam Sayed, Ehab H. El-Shazly, Ahmed H. Madian, Mostafa M. Fouda
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Diagnostics
Subjects:
COVID-19
CNN hyperparameter optimization
image classification
grid search
learning rate
momentum
Online Access:https://www.mdpi.com/2075-4418/13/1/76

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https://www.mdpi.com/2075-4418/13/1/76

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