Literature DB >> 23467927

Automatic detection of small bowel contraction frequencies in motility plots using lomb-scargle periodogram and sinus-fitting method--initial experience.

Sebastian Bickelhaupt1, Roger Cattin, Johannes M Froehlich, Stephan Raible, Hanspeter Bouquet, Urs Bill, Michael A Patak.   

Abstract

PURPOSE: Contraction 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.
METHODS: The 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 deviation ± 14.67) undergoing MRI (1.5 T, GE-Medical Systems; two-dimensional-Fiesta, pulse repetition time 2.91, echo time 1.25, flip-angle 45°, matrix 256 × 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).
RESULTS: Mean 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.
CONCLUSION: Herein, 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.
Copyright © 2013 Wiley Periodicals, Inc.

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Year:  2014        PMID: 23467927     DOI: 10.1002/mrm.24708

Source DB:  PubMed          Journal:  Magn Reson Med        ISSN: 0740-3194            Impact factor:   4.668


  5 in total

Review 1.  Will MRI of gastrointestinal function parallel the clinical success of cine cardiac MRI?

Authors:  Caroline Hoad; Christopher Clarke; Luca Marciani; Martin John Graves; Maura Corsetti
Journal:  Br J Radiol       Date:  2018-10-24       Impact factor: 3.039

2.  A Systematic Review of Technical Parameters for MR of the Small Bowel in non-IBD Conditions over the Last Ten Years.

Authors:  Jingyu Lu; Ziling Zhou; John N Morelli; Hao Yu; Yan Luo; Xuemei Hu; Zhen Li; Daoyu Hu; Yaqi Shen
Journal:  Sci Rep       Date:  2019-10-01       Impact factor: 4.379

3.  Impact of bowel dilation on small bowel motility measurements with cine-MRI: assessment of two quantification techniques.

Authors:  Kyra L van Rijn; Jaap Stoker; Alex Menys; Catharina S de Jonge
Journal:  BJR Open       Date:  2022-02-21

4.  The challenge of segmental small bowel motility quantitation using MR enterography.

Authors:  A Menys; A Plumb; D Atkinson; S A Taylor
Journal:  Br J Radiol       Date:  2014-06-12       Impact factor: 3.039

Review 5.  Magnetic resonance imaging biomarkers of gastrointestinal motor function and fluid distribution.

Authors:  Asseel Khalaf; Caroline L Hoad; Robin C Spiller; Penny A Gowland; Gordon W Moran; Luca Marciani
Journal:  World J Gastrointest Pathophysiol       Date:  2015-11-15
  5 in total

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