Autocalibrating motion‐corrected wave‐encoding for highly accelerated free‐breathing abdominal MRI

• Published in: Magnetic resonance in medicine Vol. 78; no. 5; pp. 1757 - 1766
• Main Authors: Chen, Feiyu, Zhang, Tao, Cheng, Joseph Y., Shi, Xinwei, Pauly, John M., Vasanawala, Shreyas S.
• Format: Journal Article
• Language: English
• Published: United States Wiley Subscription Services, Inc 01.11.2017
• Subjects: Abdomen; Abdomen - diagnostic imaging; abdominal imaging; acceleration; Adult; Aliasing; auto‐calibration; Blurring; Breathing; Cartesian coordinates; Coding; Entropy; Female; Humans; Image acquisition; Image Processing, Computer-Assisted - methods; Image quality; Magnetic resonance imaging; Magnetic Resonance Imaging - methods; Male; motion correction; Movement - physiology; Navigators; parallel imaging; Phantoms, Imaging; Respiration; wave‐encoding; Young Adult; acceleration; auto-calibration; parallel imaging; motion correction; abdominal imaging; wave-encoding
• ISSN: 0740-3194; 1522-2594; 1522-2594
• DOI: 10.1002/mrm.26567

Purpose To develop a motion‐robust wave‐encoding technique for highly accelerated free‐breathing abdominal MRI. Methods A comprehensive 3D wave‐encoding‐based method was developed to enable fast free‐breathing abdominal imaging: (a) auto‐calibration for wave‐encoding was designed to avoid extra scan for coil sensitivity measurement; (b) intrinsic butterfly navigators were used to track respiratory motion; (c) variable‐density sampling was included to enable compressed sensing; (d) golden‐angle radial‐Cartesian hybrid view‐ordering was incorporated to improve motion robustness; and (e) localized rigid motion correction was combined with parallel imaging compressed sensing reconstruction to reconstruct the highly accelerated wave‐encoded datasets. The proposed method was tested on six subjects and image quality was compared with standard accelerated Cartesian acquisition both with and without respiratory triggering. Inverse gradient entropy and normalized gradient squared metrics were calculated, testing whether image quality was improved using paired t‐tests. Results For respiratory‐triggered scans, wave‐encoding significantly reduced residual aliasing and blurring compared with standard Cartesian acquisition (metrics suggesting P < 0.05). For non‐respiratory‐triggered scans, the proposed method yielded significantly better motion correction compared with standard motion‐corrected Cartesian acquisition (metrics suggesting P < 0.01). Conclusion The proposed methods can reduce motion artifacts and improve overall image quality of highly accelerated free‐breathing abdominal MRI. Magn Reson Med 78:1757–1766, 2017. © 2016 International Society for Magnetic Resonance in Medicine.