Automatic Detection of Small Bowel Contraction Frequencies in Motility Plots Using Lomb-Scargle Periodogram and Sinus-Fitting Method-Initial Experience

作者：Bickelhaupt Sebastian; Cattin Roger; Froehlich Johannes M; Raible Stephan; Bouquet Hanspeter; Bill Urs; Patak Michael A^*

来源：Magnetic Resonance in Medicine, 2014, 71(2): 628-634.

DOI：10.1002/mrm.24708

• small bowel motility
• lomb scargle periodograms
• sinus fitting method
• software-assisted analysis
• automatic detection

PurposeContraction frequencies are an important parameter for the analysis of bowel motility in MRI. The contraction curve can be rather noisy and the frequency-evaluation might be difficult. The aim was to evaluate manual calculations of small bowel contraction frequency in comparison with automatic calculations using two mathematically established methods.
MethodsThe institutional-review-board approved study consisted of 48 segmental small-bowel motility-plots out of a previous study with 25 patients (15 men/10 women; mean 39 years, standard deviation14.67) undergoing MRI (1.5 T, GE-Medical Systems; two-dimensional-Fiesta, pulse repetition time 2.91, echo time 1.25, flip-angle 45 degrees, matrix 256 x 256, slice thickness 10 mm) were evaluated. Calculations of contraction frequency was performed either manually or using Lomb-Scargle-periodograms and Sinus-Fitting method. The results were compared using intraclass correlation coefficient, Friedman's-test and Wilcoxon-matched-paired-signed-rank-test (P<0.05 considered statistically significant).
ResultsMean contraction frequency was 5.69 (standard deviation +/- 1.99) for manual calculations showing moderate interreader reliability (intraclass correlation coefficient 0.72; 95% confidence-interval: 0.59;0.82). No significant difference (P=0.776) was found to Lomb-Scargle-periodograms (5.34 contractions-per-minute [cpm], standard deviation +/- 2.47; P=0.174) and to the sinus-fitting-method (5.47 cpm; standard deviation +/- 2.57; P=0.0779). For the latter calculations failed in 3/48 plots, while manual and Lomb-Scargle-periodograms could be performed successfully in all 48/48 plots.
ConclusionHerein, we could show that Lomb-Scargle-periodograms and Sinus-Fitting are fast and reliable methods to automatically measure small-bowel contraction frequencies even in noisy small bowel motility plots. Magn Reson Med 71:628-634, 2014.

• 出版日期2014-2