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Maria Altbach

Director, MRI Innovation | Professor, Medical Imaging | Professor, Biomedical Engineering | Member of the Graduate Faculty | Vice Chair, Faculty Affairs

Medical Imaging
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70+ Collaborators
$4.9M / $22.6M Funding
10+ Grants
100+ Publications
7+ Tech/Patents

Research Area

medical imaging, mri, mri imaging, radiology, breast cancer, t2 mapping, image processing, image reconstruction, signal processing, machine learning, deep learning, mri technology, magnetic resonance imaging, image segmentation, computer vision, imaging, diagnostic imaging, liver disease, abdominal imaging, quantitative analysis, quantitative imaging, breast density, pulse sequence, metformin, obesity, radial imaging

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    Recent

    Conditional generative diffusion deelearning for accelerated diffusion tensor and kurtosis imaging

    2024

    Improved cognition and preserved hippocampal fractional anisotropy in subjects undergoing carotid endarterectomy CEA preserves cognition hippocampal structure

    2024

    Accelerated 2D radial Look-Locker T1 mapping using a deelearning-based rapid inversion recovery sampling technique

    2024

    Imaging of osteoarthritis from the ankle through the midfoot

    2023
    imaging, osteoarthritis, ankle, midfoot, medical

    Abstracts presented in 2023

    2023
    conference, research, academic, science, innovation

    Reducing annotation burden in MR: A novel MR-contrast guided contrastive learning approach for image segmentation

    2023
    mri image segmentation, contrastive learning, medical imaging, annotation efficiency, mr image analysis

    Cancellation of streak artifacts in radial abdominal imaging using interference null space projection

    2022
    artifact cancellation, radial imaging, abdominal imaging, interference null space projection, streak artifacts

    Rapid high-resolution volumetric T mapping using a highly accelerated stack-of-stars Look Locker technique

    2021
    magnetic resonance imaging, medical imaging, quantitative imaging, image reconstruction, accelerated imaging

    Improving subspace constrained radial fast spin echo MRI using block matching driven non-local low rank regularization

    2021
    mri, image processing, medical imaging, signal processing, data regularization

    Presentation at the Annual ISMRM Meeting

    2021
    medical imaging, conference presentation, radiology, mri, healthcare technology

    • Cynthia Thomson

    • Melissa Herbst-Kralovetz

    • Franz Rischard

    • Janko Nikolich

    • Denise Roe

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    • Contrast Agents, Molecular Imaging, and Kinetics

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    Maria Altbach | KMap Profile - Institutional Knowledge Map (KMap)