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

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

Abstract 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 also popular for segm...

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Bibliographic Details
Main Authors: Hazrat Ali, Rafiul Biswas, Farida Ali, Uzair Shah, Asma Alamgir, Osama Mousa, Zubair Shah
Format: Article
Language:English
Published: SpringerOpen 2022-06-01
Series:Insights into Imaging
Subjects:
Artificial intelligence
Data augmentation
Generative adversarial networks
Magnetic resonance imaging
Medical imaging
Online Access:https://doi.org/10.1186/s13244-022-01237-0

Internet

https://doi.org/10.1186/s13244-022-01237-0

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