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Showing 1 to 4 of 4 for “"Multi-contrast Mri"”.

  1. Self-supervised multi-contrast MRI denoising

    Magnetic Resonance Imaging (MRI) is pivotal in medical diagnostics, offering essential multi-contrast imaging capabilities. However, MRI quality is often compromised by inherent noise, which can hinder both image clarity and analytical accuracy. This thesis presents the "Corruption2Self" (C2S) …

    uiuc Repository record for Self-supervised multi-contrast MRI denoising (opens in a new tab)

  2. Deep learning-based medical image reconstruction for multi-contrast magnetic resonance imaging

    … on the modality of magnetic resonance imaging (MRI). Specifically, we investigate the inverse problem of MRI reconstruction, aiming to accelerate MRI acquisition by under-sampling while preserving the quality of acquired images. First, we address the issue of effectively leveraging highly …

    cambridge Repository record for Deep learning-based medical image reconstruction for multi-contrast magnetic resonance imaging (opens in a new tab)

  3. OPTICAL COHERENCE TOMOGRAPHY FOR NEUROSURGEY AND CANCER RESEARCH

    … mm). In order to address this issue, the first MRI compatible OCT system has been developed. The multi-scale and multi-contrast MRI/OCT imaging combination significantly improves the accuracy of intra-operative MRI by two orders (from 1mm to 0.01 mm). In contrast to imaging systems, a thin …

    maryland Repository record for OPTICAL COHERENCE TOMOGRAPHY FOR NEUROSURGEY AND CANCER RESEARCH (opens in a new tab)

  4. Three-dimensional Quantitative Magnetic Resonance Imaging of Carotid Atherosclerotic Plaque

    … subsequent clinical events. High resolution, multi-contrast magnetic resonance imaging (MRI) can qualitatively identify these features and monitor disease progression. Compared to traditional contrast weighted imaging, quantitative MRI could provide an objective assessment of disease. …

    cambridge Repository record for Three-dimensional Quantitative Magnetic Resonance Imaging of Carotid Atherosclerotic Plaque (opens in a new tab)