Article

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

2023-07-11

Abstract excerpt

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 recon-struction models increases, this can lead to prolonged reconstruction time and challenges in achieving convergence. In this study we present a no...

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Literature Corpus work: 97909f5a-921a-5e6c-a7cb-465177b22e50
DOI: 10.20944/preprints202307.0666.v1

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