The role of generative adversarial networks in brain MRI: a scoping review

The role of generative adversarial networks in brain MRI: a scoping review

<p dir="ltr">The performance of artificial intelligence (AI) for brain MRI can improve if enough data are made available. Generative adversarial networks (GANs) showed a lot of potential to generate synthetic MRI data that can capture the distribution of real MRI. Besides, GANs are a...

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Bibliographic Details
Main Author: Hazrat Ali (421019) (author)
Other Authors: Md. Rafiul Biswas (17293966) (author), Farida Mohsen (16994682) (author), Uzair Shah (15740699) (author), Asma Alamgir (18288895) (author), Osama Mousa (18288898) (author), Zubair Shah (231886) (author)
Published: 2022
Subjects:
Engineering
Biomedical engineering
Information and computing sciences
Artificial intelligence
Data management and data science
Data augmentation
Generative adversarial networks
Magnetic resonance imaging
Medical imaging
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