SARA-GAN: Self-Attention and Relative Average Discriminator Based Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction

Research on undersampled magnetic resonance image (MRI) reconstruction can increase the speed of MRI imaging and reduce patient suffering. In this paper, an undersampled MRI reconstruction method based on Generative Adversarial Networks with the Self-Attention mechanism and the Relative Average disc...

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Detalles Bibliográficos
Autores principales: Yuan, Zhenmou, Jiang, Mingfeng, Wang, Yaming, Wei, Bo, Li, Yongming, Wang, Pin, Menpes-Smith, Wade, Niu, Zhangming, Yang, Guang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7726262/
https://www.ncbi.nlm.nih.gov/pubmed/33324189
http://dx.doi.org/10.3389/fninf.2020.611666

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