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research article

Prospective motion correction in kidney MRI using FID navigators

Ariyurek, Cemre
•
Wallace, Tess E.
•
Kober, Tobias  
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September 5, 2022
Magnetic Resonance in Medicine

Purpose Abdominal MRI scans may require breath-holding to prevent image quality degradation, which can be challenging for patients, especially children. In this study, we evaluate whether FID navigators can be used to measure and correct for motion prospectively, in real-time. Methods FID navigators were inserted into a 3D radial sequence with stack-of-stars sampling. MRI experiments were conducted on 6 healthy volunteers. A calibration scan was first acquired to create a linear motion model that estimates the kidney displacement due to respiration from the FID navigator signal. This model was then applied to predict and prospectively correct for motion in real time during deep and continuous deep breathing scans. Resultant images acquired with the proposed technique were compared with those acquired without motion correction. Dice scores were calculated between inhale/exhale motion states. Furthermore, images acquired using the proposed technique were compared with images from extra-dimensional golden-angle radial sparse parallel, a retrospective motion state binning technique. Results Images reconstructed for each motion state show that the kidneys' position could be accurately tracked and corrected with the proposed method. The mean of Dice scores computed between the motion states were improved from 0.93 to 0.96 using the proposed technique. Depiction of the kidneys was improved in the combined images of all motion states. Comparing results of the proposed technique and extra-dimensional golden-angle radial sparse parallel, high-quality images can be reconstructed from a fraction of spokes using the proposed method. Conclusion The proposed technique reduces blurriness and motion artifacts in kidney imaging by prospectively correcting their position both in-plane and through-slice.

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Type
research article
DOI
10.1002/mrm.29424
Web of Science ID

WOS:000849868500001

Author(s)
Ariyurek, Cemre
Wallace, Tess E.
Kober, Tobias  
Kurugol, Sila
Afacan, Onur
Date Issued

2022-09-05

Publisher

WILEY

Published in
Magnetic Resonance in Medicine
Subjects

Radiology, Nuclear Medicine & Medical Imaging

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abdominal mri

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kidney mri

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motion correction

•

navigators

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abdominal mr

•

reconstruction

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LTS5  
Available on Infoscience
September 12, 2022
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/190748
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