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Keyhole Dixon method for faster, perceptually equivalent fat suppression. | LitMetric

AI Article Synopsis

  • The study aims to speed up the two-point Dixon fat suppression technique by combining in-phase and out-of-phase k-space data and optimizing keyhole size using a perceptual difference model.
  • Keyhole Dixon images were created by adjusting the number of lines in the keyhole data set, incorporating off-resonance correction, and validating the perceptual difference model with human observer experiments to determine the minimal keyhole width needed for equivalent image quality.
  • Results showed that using 96 of 192 k-space lines for Water + Fat and full lines for Water - Fat produced images that were perceptually similar to the full two-point Dixon method, achieving a 25% scan time reduction in phantom studies and up to 38% in clinical images, enhancing efficiency

Article Abstract

Purpose: To reduce the acquisition time associated with the two-point Dixon fat suppression technique by combining a keyhole in-phase (Water + Fat) k-space data set with a full out-of-phase (Water - Fat) k-space data set and optimizing the keyhole size with a perceptual difference model.

Materials And Methods: A set of keyhole Dixon images was created by varying the number of lines in the keyhole data set. Off-resonance correction was incorporated into the image reconstruction process to improve the homogeneity of the fat suppression. A perceptual difference model (PDM) was validated with human observer experiments and used to compare the keyhole images to images from a full two-point Dixon acquisition. The PDM was used to determine the smallest keyhole width required to obtain perceptual equivalence to images obtained from the full two-point Dixon method.

Results: In experimental phantom studies, the keyhole Dixon image reconstructed from 96 of 192 Water + Fat k-space lines and 192 Water - Fat k-space lines was perceptually equivalent to the full (192 + 192) two-point Dixon images, resulting in a 25% reduction in scan time. Clinical images of a volunteer's knee, orbits, and abdomen created from the smallest, perceptually equivalent keyhole width resulted in a 27%-38% reduction in total scan time.

Conclusion: This method improves the temporal efficiency of the conventional two-point Dixon technique and may prove especially useful for high-field systems where specific absorption rate (SAR) limits will constrain radiofrequency (RF)-based fat suppression techniques.

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Source
http://dx.doi.org/10.1002/jmri.10323DOI Listing

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