Fast MRI reconstruction using StrainNet with dual-domain loss on spatial and frequency spaces

Fast MRI reconstruction using StrainNet with dual-domain loss on spatial and frequency spaces

One of the main challenges to obtain a high throughput in the MRI process is a slow signal acquisition. This process could be improved using a parallel imaging technique, where fewer raw data with multiple radio frequency (RF) coils are acquired simultaneously to reconstruct a final MR image. Nowada...

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Bibliographic Details
Main Authors: Worapan Kusakunniran, Sarattha Karnjanapreechakorn, Thanongchai Siriapisith, Pairash Saiviroonporn
Format: Article
Language:English
Published: Elsevier 2023-05-01
Series:Intelligent Systems with Applications
Subjects:
Fast MRI
Image reconstruction
Encoder-decoder
CNN
Frequency domain
Online Access:http://www.sciencedirect.com/science/article/pii/S2667305323000285

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