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Rapid 3D T1 mapping using deep learning‐assisted Look‐Locker inversion recovery MRI

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Conventional 3D Look‐Locker inversion recovery (LLIR) T1 mapping requires multi‐repetition data acquisition to reconstruct images at different inversion times for T1 fitting. To ensure B1 robustness, sufficient time of delay… Click to show full abstract

Conventional 3D Look‐Locker inversion recovery (LLIR) T1 mapping requires multi‐repetition data acquisition to reconstruct images at different inversion times for T1 fitting. To ensure B1 robustness, sufficient time of delay (TD) is needed between repetitions, which prolongs scan time. This work proposes a novel deep learning‐assisted LLIR MRI approach for rapid 3D T1 mapping without TD.

Keywords: inversion; inversion recovery; look locker; locker inversion; deep learning; mapping

Journal Title: Magnetic Resonance in Medicine
Year Published: 2023

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