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Motion corrected silent <scp>ZTE</scp> neuroimaging

Emil Ljungberg, Tobias Wood, Ana Beatriz Solana, Steven Williams, Gareth J. Barker, Florian Wiesinger

2022Magnetic Resonance in Medicine11 citationsDOIOpen Access PDF

Abstract

PURPOSE: To develop self-navigated motion correction for 3D silent zero echo time (ZTE) based neuroimaging and characterize its performance for different types of head motion. METHODS: The proposed method termed MERLIN (Motion Estimation & Retrospective correction Leveraging Interleaved Navigators) achieves self-navigation by using interleaved 3D phyllotaxis k-space sampling. Low resolution navigator images are reconstructed continuously throughout the ZTE acquisition using a sliding window and co-registered in image space relative to a fixed reference position. Rigid body motion corrections are then applied retrospectively to the k-space trajectory and raw data and reconstructed into a final, high-resolution ZTE image. RESULTS: MERLIN demonstrated successful and consistent motion correction for magnetization prepared ZTE images for a range of different instructed motion paradigms. The acoustic noise response of the self-navigated phyllotaxis trajectory was found to be only slightly above ambient noise levels (<4 dBA). CONCLUSION: Silent ZTE imaging combined with MERLIN addresses two major challenges intrinsic to MRI (i.e., subject motion and acoustic noise) in a synergistic and integrated manner without increase in scan time and thereby forms a versatile and powerful framework for clinical and research MR neuroimaging applications.

Topics & Concepts

Computer scienceComputer visionArtificial intelligenceNoise (video)TrajectoryImage resolutionImage qualityMotion (physics)NeuroimagingPhysicsImage (mathematics)MedicinePsychiatryAstronomyAdvanced MRI Techniques and ApplicationsFunctional Brain Connectivity StudiesAtomic and Subatomic Physics Research
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