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Prospective motion correction in 2D multishot MRI using EPI navigators and multislice-to-volume image registration
Daniel Christopher Hoinkiss1, David Andrew Porter1
1Fraunhofer Institute for Medical Image Computing MEVIS, Bremen, Germany.
Magnetic Resonance in Medicine
|October 7, 2017
Summary
This study introduces a new method for real-time MRI motion correction using echo-planar imaging (EPI) navigators. The technique significantly reduces artifacts and improves image quality in 2D sequences, even with subject movement.
Area of Science:
- Magnetic Resonance Imaging (MRI)
- Medical Imaging Technology
- Image Artifact Reduction
Background:
- Multishot 2D MRI sequences are prone to artifacts from subject motion.
- Existing prospective motion correction techniques have limitations for these sequences.
Purpose of the Study:
- To develop and evaluate a novel prospective motion correction technique for multishot 2D MRI sequences.
- To address limitations in real-time motion correction for 2D echo-planar imaging (EPI).
Main Methods:
- Integrated 2D-EPI slice navigators into 2D imaging sequences for real-time motion correction.
- Employed multislice-to-volume image registration using three navigator slices.
- Utilized a slice-iteration scheme to minimize spin-saturation effects.
- Compared performance against PROPELLER using T2-weighted spin echo and RARE sequences.
Main Results:
- Achieved residual motion parameters within ±0.5 mm and ±0.5° during subject motion.
- Demonstrated substantial image quality improvement compared to uncorrected scans.
- The proposed method preserved more anatomical detail than PROPELLER under motion conditions.
Conclusions:
- EPI-navigator-based prospective motion correction with multislice-to-volume registration effectively reduces MRI artifacts.
- The technique minimizes spin-saturation effects and enhances image quality in 2D sequences.
- This method is adaptable for various 2D MRI sequences, improving clinical examinations.
Keywords:
EPI navigatorRAREmotion artifactsmutual informationprospective acquisition correctionreal-time feedback
