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

被引:21
作者
Naresh, Nivedita K. [1 ]
Malone, LaDonna [1 ]
Fujiwara, Takashi [1 ]
Smith, Sarah [1 ]
Lu, Quin [2 ]
Twite, Mark D. [3 ]
DiMaria, Michael, V [4 ]
Fonseca, Brian M. [4 ]
Browne, Lorna P. [1 ]
Barker, Alex J. [1 ,5 ]
机构
[1] Univ Colorado, Sect Pediat Radiol, Dept Radiol, Childrens Hosp Colorado, Anschutz Med Campus,13123 E 16th Ave, Aurora, CO 80045 USA
[2] Philips Med Syst, Best, Netherlands
[3] Univ Colora, Dept Anesthesiol, Sect Pediat Anesthesiol, Childrens Hosp Colorado, do Anschutz Med Campus, Aurora, CO USA
[4] Univ Colorado, Dept Pediat, Sect Pediat Cardiol, Childrens Hosp Colorado, Anschutz Med Campus, Aurora, CO USA
[5] Univ Colorado, Dept Bioengn, Anschutz Med Campus, Aurora, CO USA
关键词
Balanced steady-state free precession; Children; Compressed sensing; Heart; Magnetic resonance imaging; Scan time; Ventricular volume;
D O I
10.1007/s00247-020-04952-2
中图分类号
R72 [儿科学];
学科分类号
100202 ;
摘要
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.
引用
收藏
页码:1192 / 1201
页数:10
相关论文
共 33 条
[1]   Comprehensive Motion-Compensated Highly Accelerated 4D Flow MRI With Ferumoxytol Enhancement for Pediatric Congenital Heart Disease [J].
Cheng, Joseph Y. ;
Hanneman, Kate ;
Zhang, Tao ;
Alley, Marcus T. ;
Lai, Peng ;
Tamir, Jonathan I. ;
Uecker, Martin ;
Pauly, John M. ;
Lustig, Michael ;
Vasanawala, Shreyas S. .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2016, 43 (06) :1355-1368
[2]   Free-breathing pediatric MRI with nonrigid motion correction and acceleration [J].
Cheng, Joseph Y. ;
Zhang, Tao ;
Ruangwattanapaisarn, Nichanan ;
Alley, Marcus T. ;
Uecker, Martin ;
Pauly, John M. ;
Lustig, Michael ;
Vasanawala, Shreyas S. .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2015, 42 (02) :407-420
[3]   High-resolution MRI using compressed sensing-sensitivity encoding (CS-SENSE) for patients with suspected neurovascular compression syndrome: comparison with the conventional SENSE parallel acquisition technique [J].
Cho, S. J. ;
Choi, Y. J. ;
Chung, S. R. ;
Lee, J. H. ;
Baek, J. H. .
CLINICAL RADIOLOGY, 2019, 74 (10) :817.e9-817.e14
[4]  
Cicchetti D. V., 1993, Psychological Assessment, V6, P284, DOI [DOI 10.1037/1040-3590.6.4.284, 10.1037/1040-3590.6.4.284, DOI 10.1037//1040-3590.6.4.284]
[5]  
Duijndam A, 2017, COMPRESSED SENSE SPE
[6]   Highly accelerated real-time cardiac cine MRI using k-t SPARSE-SENSE [J].
Feng, Li ;
Srichai, Monvadi B. ;
Lim, Ruth P. ;
Harrison, Alexis ;
King, Wilson ;
Adluru, Ganesh ;
Dibella, Edward V. R. ;
Sodickson, Daniel K. ;
Otazo, Ricardo ;
Kim, Daniel .
MAGNETIC RESONANCE IN MEDICINE, 2013, 70 (01) :64-74
[7]   Compressed sensing in dynamic MRI [J].
Gamper, Urs ;
Boesiger, Peter ;
Kozerke, Sebastian .
MAGNETIC RESONANCE IN MEDICINE, 2008, 59 (02) :365-373
[8]   Understanding Bland Altman analysis [J].
Giavarina, Davide .
BIOCHEMIA MEDICA, 2015, 25 (02) :141-151
[9]   Comparison of interstudy reproducibility of cardiovascular magnetic resonance with two-dimensional echocardiography in normal subjects and in patients with heart failure or left ventricular hypertrophy [J].
Grothues, F ;
Smith, GC ;
Moon, JCC ;
Bellenger, NG ;
Collins, P ;
Klein, HU ;
Pennell, DJ .
AMERICAN JOURNAL OF CARDIOLOGY, 2002, 90 (01) :29-34
[10]   Highly accelerated, real-time phase-contrast MRI using radial k-space sampling and GROG-GRASP reconstruction: a feasibility study in pediatric patients with congenital heart disease [J].
Haji-Valizadeh, Hassan ;
Feng, Li ;
Ma, Liliana E. ;
Shen, Daming ;
Block, Kai Tobias ;
Robinson, Joshua D. ;
Markl, Michael ;
Rigsby, Cynthia K. ;
Kim, Daniel .
NMR IN BIOMEDICINE, 2020, 33 (05)