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eess.IV2020★ 7 cited
Co-VeGAN: Complex-Valued Generative Adversarial Network for Compressive Sensing MR Image Reconstruction
Bhavya Vasudeva, Puneesh Deora, Saumik Bhattacharya +1
Compressive sensing (CS) is widely used to reduce the acquisition time of magnetic resonance imaging (MRI). Although state-of-the-art deep learning based methods have been able to…
eess.IV2019
Structure Preserving Compressive Sensing MRI Reconstruction using Generative Adversarial Networks
Puneesh Deora, Bhavya Vasudeva, Saumik Bhattacharya +1
Compressive sensing magnetic resonance imaging (CS-MRI) accelerates the acquisition of MR images by breaking the Nyquist sampling limit. In this work, a novel generative adversaria…