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CS-MRI Reconstruction Using an Improved GAN with Dilated Residual Networks and Channel Attention Mechanism

Compressed sensing (CS) MRI has shown great potential in enhancing time efficiency. Deep learning techniques, specifically generative adversarial networks (GANs), have emerged as potent tools for speedy CS-MRI reconstruction. Yet, as the complexity of deep learning reconstruction models increases, t...

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Detalles Bibliográficos
Autores principales: Li, Xia, Zhang, Hui, Yang, Hao, Li, Tie-Qiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10537966/
https://www.ncbi.nlm.nih.gov/pubmed/37765747
http://dx.doi.org/10.3390/s23187685