Literature DB >> 33566124

Use of compressed sensing to reduce scan time and breath-holding for cardiac cine balanced steady-state free precession magnetic resonance imaging in children and young adults.

Nivedita K Naresh1, LaDonna Malone2, Takashi Fujiwara2, Sarah Smith2, Quin Lu3, Mark D Twite4, Michael V DiMaria5, Brian M Fonseca5, Lorna P Browne2, Alex J Barker2,6.   

Abstract

BACKGROUND: Conventional pediatric volumetric MRI acquisitions of a short-axis stack typically require multiple breath-holds under anesthesia.
OBJECTIVE: Here, we aimed to validate a vendor-optimized compressed-sensing approach to reduce scan time during short-axis balanced steady-state free precession (bSSFP) cine imaging.
MATERIALS AND METHODS: Imaging was performed in 28 patients (16±9 years) in this study on a commercial 3-tesla (T) scanner using retrospective electrocardiogram-gated cine bSSFP. Cine short-axis images covering both ventricles were acquired with conventional parallel imaging and a vendor-optimized parallel imaging/compressed-sensing approach. Qualitative Likert scoring for blood-myocardial contrast, edge definition, and presence of artifact was performed by two experienced radiologists. Quantitative comparisons were performed including biventricular size and function. A paired t-test was used to detect significant differences (P<0.05).
RESULTS: Scan duration was 7±2 s/slice for conventional imaging (147±33 s total) vs. 4±2 s/slice for compressed sensing (83±28 s total). No significant differences were found with qualitative image scores for blood-myocardial contrast, edge definition, and presence of artifact. No significant differences were found in volumetric analysis between the two sequences. The number of breath-holds was 10±4 for conventional imaging and 5±3 for compressed sensing.
CONCLUSION: Compressed sensing allowed for a 50% reduction in the number of breath-holds and a 43% reduction in the total scan time without differences in the qualitative or quantitative measurements as compared to the conventional technique.

Entities:  

Keywords:  Balanced steady-state free precession; Children; Compressed sensing; Heart; Magnetic resonance imaging; Scan time; Ventricular volume

Year:  2021        PMID: 33566124     DOI: 10.1007/s00247-020-04952-2

Source DB:  PubMed          Journal:  Pediatr Radiol        ISSN: 0301-0449


  1 in total

1.  PRACTICAL PARALLEL IMAGING COMPRESSED SENSING MRI: SUMMARY OF TWO YEARS OF EXPERIENCE IN ACCELERATING BODY MRI OF PEDIATRIC PATIENTS.

Authors:  Ss Vasanawala; Mj Murphy; Mt Alley; P Lai; K Keutzer; Jm Pauly; M Lustig
Journal:  Proc IEEE Int Symp Biomed Imaging       Date:  2011-12-31
  1 in total
  4 in total

1.  Compressed Sensing Cardiac Cine Imaging Compared with Standard Balanced Steady-State Free Precession Cine Imaging in a Pediatric Population.

Authors:  Francesco Secchi; Aurelio Secinaro; Davide Curione; Paolo Ciliberti; Caterina Beatrice Monti; Davide Capra; Veronica Bordonaro; Paolo Ciancarella; Teresa Pia Santangelo; Carmela Napolitano; Dolores Ferrara; Marco Alfonso Perrone
Journal:  Radiol Cardiothorac Imaging       Date:  2022-04-21

Review 2.  Compact pediatric cardiac magnetic resonance imaging protocols.

Authors:  Evan J Zucker
Journal:  Pediatr Radiol       Date:  2022-07-12

Review 3.  Pediatric magnetic resonance imaging: faster is better.

Authors:  Sebastian Gallo-Bernal; M Alejandra Bedoya; Michael S Gee; Camilo Jaimes
Journal:  Pediatr Radiol       Date:  2022-10-20

4.  Feasibility of one breath-hold cardiovascular magnetic resonance compressed sensing cine for left ventricular strain analysis.

Authors:  Xiaorong Chen; Jiangfeng Pan; Yi Hu; Hongjie Hu; Yonghao Pan
Journal:  Front Cardiovasc Med       Date:  2022-08-12
  4 in total

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