3D MRI Reconstruction Based on 2D Generative Adversarial Network Super-Resolution

3D MRI Reconstruction Based on 2D Generative Adversarial Network Super-Resolution

The diagnosis of brain pathologies usually involves imaging to analyze the condition of the brain. Magnetic resonance imaging (MRI) technology is widely used in brain disorder diagnosis. The image quality of MRI depends on the magnetostatic field strength and scanning time. Scanners with lower field...

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Bibliographic Details
Main Authors: Hongtao Zhang, Yuki Shinomiya, Shinichi Yoshida
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Sensors
Subjects:
magnetic resonance imaging
deep learning
super-resolution
three-dimensional reconstruction
RFB-ESRGAN
nESRGAN
Online Access:https://www.mdpi.com/1424-8220/21/9/2978

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https://www.mdpi.com/1424-8220/21/9/2978

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