BrainGAN: Brain MRI Image Generation and Classification Framework Using GAN Architectures and CNN Models

BrainGAN: Brain MRI Image Generation and Classification Framework Using GAN Architectures and CNN Models

Deep learning models have been used in several domains, however, adjusting is still required to be applied in sensitive areas such as medical imaging. As the use of technology in the medical domain is needed because of the time limit, the level of accuracy assures trustworthiness. Because of privacy...

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Bibliographic Details
Main Authors: Halima Hamid N. Alrashedy, Atheer Fahad Almansour, Dina M. Ibrahim, Mohammad Ali A. Hammoudeh
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Sensors
Subjects:
brain MRI images
vanilla GANs
DCGANs
image generation
image classification
deep learning
Online Access:https://www.mdpi.com/1424-8220/22/11/4297

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https://www.mdpi.com/1424-8220/22/11/4297

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