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K. S. Deepashri

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Open access Oct 2026

Deep Learning-Based Enhancement of Low-Field MRI Using CNN-GAN for High-Quality Image Reconstruction

Magnetic Resonance Imaging (MRI) is one of the most common non-invasive imaging modalities with the capacity to visualize internal human anatomical structures such as soft tissues and organs with high resolution. High-field MRI (i.e., 1.5 T and above) provides better image quality, but its high cost and expensive infra...

K. S. Deepashri, H. Vinutha · 0 citations

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