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  • Deep Learning Innovations in MRI Reconstruction and Analysis

    Enhancing Image Quality for Robust Image Processing and Clinical Decision Making

    by Soumick Chatterjee ...
    Series series Computer Science and Engineering (German Language)
    High-resolution magnetic resonance imaging (MRI) is clinically vital but inherently slow. Accelerating acquisition via undersampling introduces artefacts, whereas long scans risk motion blur; traditional solutions, such as compressed sensing, often fail under such heavy corruption. Consequently, this thesis investigates deep learning methods to correct these artefacts. It develops pipelines for ... Read more

    $107.09 USD