most citedBenchmarking Vanilla GAN, DCGAN, and WGAN Architectures for MRI Reconstruction: A Quantitative Analysis

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eess.IV2026

Optimisation of SOUP-GAN and CSR-GAN for High Resolution MR Images Reconstruction

Muneeba Rashid, Hina Shakir, Humaira Mehwish +2

Magnetic Resonance (MR) imaging is a diagnostic tool used in modern medicine; however, its output can be affected by motion artefacts and may be limited by equipment. This research…

eess.IV2026★ 1 cited

Benchmarking Vanilla GAN, DCGAN, and WGAN Architectures for MRI Reconstruction: A Quantitative Analysis

Humaira Mehwish, Hina Shakir, Muneeba Rashid +2

Magnetic Resonance Imaging (MRI) is a crucial imaging modality for viewing internal body structures. This research work analyses the performance of popular GAN models for accurate…