Skip to main content
Top
Published in: European Radiology 4/2020

Open Access 01-04-2020 | Magnetic Resonance Imaging | Magnetic Resonance

Qualitative and quantitative comparison of image quality between single-shot echo-planar and interleaved multi-shot echo-planar diffusion-weighted imaging in female pelvis

Authors: He An, Xiaodong Ma, Ziyi Pan, Hua Guo, Elaine Yuen Phin Lee

Published in: European Radiology | Issue 4/2020

Login to get access

Abstract

Objectives

To qualitatively and quantitatively compare the image quality between single-shot echo-planar (SS-EPI) and multi-shot echo-planar (IMS-EPI) diffusion-weighted imaging (DWI) in female pelvis

Methods

This was a prospective study involving 80 females who underwent 3.0T pelvic magnetic resonance imaging (MRI). SS-EPI and IMS-EPI DWI were acquired with 3 b values (0, 400, 800 s/mm2). Two independent reviewers assessed the overall image quality, artifacts, sharpness, and lesion conspicuity based on a 5-point Likert scale. Regions of interest (ROI) were placed on the endometrium and the gluteus muscles to quantify the signal intensities and apparent diffusion coefficient (ADC). Signal-to-noise ratio (SNR), contrast-to-noise ratio (CNR), and geometric distortion were quantified on both sequences. Inter-rater agreement was assessed using κ statistics and Kendall test. Qualitative scores were compared using Wilcoxon signed-rank test and quantitative parameters were compared with paired t test and Bland-Altman analysis.

Results

IMS-EPI demonstrated better image quality than SS-EPI for all aspects evaluated (SS-EPI vs. IMS-EPI: overall quality 3.04 vs. 4.17, artifacts 3.09 vs. 3.99, sharpness 2.40 vs. 4.32, lesion conspicuity 3.20 vs. 4.25; p < 0.001). Good agreement and correlation were observed between two reviewers (SS-EPI κ 0.699, r 0.742; IMS-EPI κ 0.702, r 0.789). IMS-EPI showed lower geometric distortion, SNR, and CNR than SS-EPI (p < 0.050). There was no significant difference in the mean ADC between the two sequences.

Conclusion

IMS-EPI showed better image quality with lower geometric distortion without affecting the quantification of ADC, though the SNR and CNR decreased due to post-processing limitations.

Key Points

• IMS-EPI showed better image quality than SS-EPI.
• IMS-EPI showed lower geometric distortion without affecting ADC compared with SS-EPI.
• The SNR and CNR of IMS-EPI decreased due to post-processing limitations.
Literature
1.
go back to reference Bakir B, Sanli S, Bakir VL et al (2017) Role of diffusion weighted MRI in the differential diagnosis of endometrial cancer, polyp, hyperplasia, and physiological thickening. Clin Imaging 41:86–94CrossRef Bakir B, Sanli S, Bakir VL et al (2017) Role of diffusion weighted MRI in the differential diagnosis of endometrial cancer, polyp, hyperplasia, and physiological thickening. Clin Imaging 41:86–94CrossRef
2.
go back to reference Angioli R, Plotti F, Capriglione S et al (2016) Preoperative local staging of endometrial cancer: the challenge of imaging techniques and serum biomarkers. Arch Gynecol Obstet 294:1291–1298CrossRef Angioli R, Plotti F, Capriglione S et al (2016) Preoperative local staging of endometrial cancer: the challenge of imaging techniques and serum biomarkers. Arch Gynecol Obstet 294:1291–1298CrossRef
3.
go back to reference Manoharan D, Das CJ, Aggarwal A, Gupta AK (2016) Diffusion weighted imaging in gynecological malignancies - present and future. World J Radiol 8:288–297CrossRef Manoharan D, Das CJ, Aggarwal A, Gupta AK (2016) Diffusion weighted imaging in gynecological malignancies - present and future. World J Radiol 8:288–297CrossRef
4.
go back to reference Dietrich O, Biffar A, Baur-Melnyk A, Reiser MF (2010) Technical aspects of MR diffusion imaging of the body. Eur J Radiol 76:314–322CrossRef Dietrich O, Biffar A, Baur-Melnyk A, Reiser MF (2010) Technical aspects of MR diffusion imaging of the body. Eur J Radiol 76:314–322CrossRef
5.
go back to reference Zhang Z, Huang F, Ma X, Xie S, Guo H (2015) Self-feeding MUSE: a robust method for high resolution diffusion imaging using interleaved EPI. Neuroimage 105:552–560CrossRef Zhang Z, Huang F, Ma X, Xie S, Guo H (2015) Self-feeding MUSE: a robust method for high resolution diffusion imaging using interleaved EPI. Neuroimage 105:552–560CrossRef
6.
go back to reference Barentsz MW, Taviani V, Chang JM et al (2015) Assessment of tumor morphology on diffusion-weighted (DWI) breast MRI: diagnostic value of reduced field of view DWI. J Magn Reson Imaging 42:1656–1665CrossRef Barentsz MW, Taviani V, Chang JM et al (2015) Assessment of tumor morphology on diffusion-weighted (DWI) breast MRI: diagnostic value of reduced field of view DWI. J Magn Reson Imaging 42:1656–1665CrossRef
7.
go back to reference Peng Y, Li Z, Tang H et al (2018) Comparison of reduced field-of-view diffusion-weighted imaging (DWI) and conventional DWI techniques in the assessment of rectal carcinoma at 3.0T: image quality and histological T staging. J Magn Reson Imaging 47:967–975CrossRef Peng Y, Li Z, Tang H et al (2018) Comparison of reduced field-of-view diffusion-weighted imaging (DWI) and conventional DWI techniques in the assessment of rectal carcinoma at 3.0T: image quality and histological T staging. J Magn Reson Imaging 47:967–975CrossRef
8.
go back to reference Xie VB, Lyu M, Wu EX (2017) EPI Nyquist ghost and geometric distortion correction by two-frame phase labeling. Magn Reson Med 77:1749–1761CrossRef Xie VB, Lyu M, Wu EX (2017) EPI Nyquist ghost and geometric distortion correction by two-frame phase labeling. Magn Reson Med 77:1749–1761CrossRef
9.
go back to reference Chang HC, Hui ES, Chiu PW, Liu X, Chen NK (2018) Phase correction for three-dimensional (3D) diffusion-weighted interleaved EPI using 3D multiplexed sensitivity encoding and reconstruction (3D-MUSER). Magn Reson Med 79:2702–2712CrossRef Chang HC, Hui ES, Chiu PW, Liu X, Chen NK (2018) Phase correction for three-dimensional (3D) diffusion-weighted interleaved EPI using 3D multiplexed sensitivity encoding and reconstruction (3D-MUSER). Magn Reson Med 79:2702–2712CrossRef
10.
go back to reference Ma X, Zhang Z, Dai E, Guo H (2016) Improved multi-shot diffusion imaging using GRAPPA with a compact kernel. Neuroimage 138:88–99CrossRef Ma X, Zhang Z, Dai E, Guo H (2016) Improved multi-shot diffusion imaging using GRAPPA with a compact kernel. Neuroimage 138:88–99CrossRef
11.
go back to reference Wang Y, Ma X, Zhang Z et al (2018) A comparison of readout segmented EPI and interleaved EPI in high-resolution diffusion weighted imaging. Magn Reson Imaging 47:39–47CrossRef Wang Y, Ma X, Zhang Z et al (2018) A comparison of readout segmented EPI and interleaved EPI in high-resolution diffusion weighted imaging. Magn Reson Imaging 47:39–47CrossRef
12.
go back to reference Dai E, Ma X, Zhang Z, Yuan C, Guo H (2017) Simultaneous multislice accelerated interleaved EPI DWI using generalized blipped-CAIPI acquisition and 3D K-space reconstruction. Magn Reson Med 77:1593–1605CrossRef Dai E, Ma X, Zhang Z, Yuan C, Guo H (2017) Simultaneous multislice accelerated interleaved EPI DWI using generalized blipped-CAIPI acquisition and 3D K-space reconstruction. Magn Reson Med 77:1593–1605CrossRef
13.
go back to reference Hu J, Li M, Dai Y et al (2018) Combining SENSE and reduced field-of-view for high-resolution diffusion weighted magnetic resonance imaging. Biomed Eng Online 17:77CrossRef Hu J, Li M, Dai Y et al (2018) Combining SENSE and reduced field-of-view for high-resolution diffusion weighted magnetic resonance imaging. Biomed Eng Online 17:77CrossRef
15.
go back to reference Li L, Wang L, Deng M et al (2015) Feasibility study of 3-T DWI of the prostate: readout-segmented versus single-shot echo-planar imaging. AJR Am J Roentgenol 205:70–76CrossRef Li L, Wang L, Deng M et al (2015) Feasibility study of 3-T DWI of the prostate: readout-segmented versus single-shot echo-planar imaging. AJR Am J Roentgenol 205:70–76CrossRef
16.
go back to reference Ihalainen T, Kuusela L, Soikkeli M, Lantto E, Ovissi A, Sipila O (2016) A body-sized phantom for evaluation of diffusion-weighted MRI data using conventional, readout-segmented, and zoomed echo-planar sequences. Acta Radiol 57:947–954CrossRef Ihalainen T, Kuusela L, Soikkeli M, Lantto E, Ovissi A, Sipila O (2016) A body-sized phantom for evaluation of diffusion-weighted MRI data using conventional, readout-segmented, and zoomed echo-planar sequences. Acta Radiol 57:947–954CrossRef
17.
go back to reference Forstner R, Thomassin-Naggara I, Cunha TM et al (2017) ESUR recommendations for MR imaging of the sonographically indeterminate adnexal mass: an update. Eur Radiol 27:2248–2257CrossRef Forstner R, Thomassin-Naggara I, Cunha TM et al (2017) ESUR recommendations for MR imaging of the sonographically indeterminate adnexal mass: an update. Eur Radiol 27:2248–2257CrossRef
19.
go back to reference Viera AJ, Garrett JM (2005) Understanding interobserver agreement: the kappa statistic. Fam Med 37:360–363PubMed Viera AJ, Garrett JM (2005) Understanding interobserver agreement: the kappa statistic. Fam Med 37:360–363PubMed
20.
go back to reference Sohaib SA, Sahdev A, Van Trappen P, Jacobs IJ, Reznek RH (2003) Characterization of adnexal mass lesions on MR imaging. AJR Am J Roentgenol 180:1297–1304CrossRef Sohaib SA, Sahdev A, Van Trappen P, Jacobs IJ, Reznek RH (2003) Characterization of adnexal mass lesions on MR imaging. AJR Am J Roentgenol 180:1297–1304CrossRef
21.
go back to reference Rosenkrantz AB, Chandarana H, Pfeuffer J et al (2015) Zoomed echo-planar imaging using parallel transmission: impact on image quality of diffusion-weighted imaging of the prostate at 3T. Abdom Imaging 40:120–126CrossRef Rosenkrantz AB, Chandarana H, Pfeuffer J et al (2015) Zoomed echo-planar imaging using parallel transmission: impact on image quality of diffusion-weighted imaging of the prostate at 3T. Abdom Imaging 40:120–126CrossRef
22.
go back to reference Ota T, Hori M, Onishi H et al (2017) Preoperative staging of endometrial cancer using reduced field-of-view diffusion-weighted imaging: a preliminary study. Eur Radiol 27:5225–5235CrossRef Ota T, Hori M, Onishi H et al (2017) Preoperative staging of endometrial cancer using reduced field-of-view diffusion-weighted imaging: a preliminary study. Eur Radiol 27:5225–5235CrossRef
23.
go back to reference Kim H, Lee JM, Yoon JH et al (2015) Reduced field-of-view diffusion-weighted magnetic resonance imaging of the pancreas: comparison with conventional single-shot echo-planar imaging. Korean J Radiol 16:1216–1225CrossRef Kim H, Lee JM, Yoon JH et al (2015) Reduced field-of-view diffusion-weighted magnetic resonance imaging of the pancreas: comparison with conventional single-shot echo-planar imaging. Korean J Radiol 16:1216–1225CrossRef
24.
go back to reference Lu Y, Hatzoglou V, Banerjee S et al (2015) Repeatability investigation of reduced field-of-view diffusion-weighted magnetic resonance imaging on thyroid glands. J Comput Assist Tomogr 39:334–339CrossRef Lu Y, Hatzoglou V, Banerjee S et al (2015) Repeatability investigation of reduced field-of-view diffusion-weighted magnetic resonance imaging on thyroid glands. J Comput Assist Tomogr 39:334–339CrossRef
25.
go back to reference Feng Z, Min X, Sah VK et al (2015) Comparison of field-of-view (FOV) optimized and constrained undistorted single shot (FOCUS) with conventional DWI for the evaluation of prostate cancer. Clin Imaging 39:851–855CrossRef Feng Z, Min X, Sah VK et al (2015) Comparison of field-of-view (FOV) optimized and constrained undistorted single shot (FOCUS) with conventional DWI for the evaluation of prostate cancer. Clin Imaging 39:851–855CrossRef
26.
go back to reference Tanaka T, Terai Y, Fujiwara S et al (2018) Preoperative diffusion-weighted magnetic resonance imaging and intraoperative frozen sections for predicting the tumor grade in endometrioid endometrial cancer. Oncotarget 9:36575–36584PubMedPubMedCentral Tanaka T, Terai Y, Fujiwara S et al (2018) Preoperative diffusion-weighted magnetic resonance imaging and intraoperative frozen sections for predicting the tumor grade in endometrioid endometrial cancer. Oncotarget 9:36575–36584PubMedPubMedCentral
27.
go back to reference Dong H, Li Y, Li H, Wang B, Hu B (2014) Study of the reduced field-of-view diffusion-weighted imaging of the breast. Clin Breast Cancer 14:265–271CrossRef Dong H, Li Y, Li H, Wang B, Hu B (2014) Study of the reduced field-of-view diffusion-weighted imaging of the breast. Clin Breast Cancer 14:265–271CrossRef
28.
go back to reference Rechichi G, Galimberti S, Signorelli M et al (2011) Endometrial cancer: correlation of apparent diffusion coefficient with tumor grade, depth of myometrial invasion, and presence of lymph node metastases. AJR Am J Roentgenol 197:256–262CrossRef Rechichi G, Galimberti S, Signorelli M et al (2011) Endometrial cancer: correlation of apparent diffusion coefficient with tumor grade, depth of myometrial invasion, and presence of lymph node metastases. AJR Am J Roentgenol 197:256–262CrossRef
29.
go back to reference Padhani AR, Liu G, Koh DM et al (2009) Diffusion-weighted magnetic resonance imaging as a cancer biomarker: consensus and recommendations. Neoplasia 11:102–125CrossRef Padhani AR, Liu G, Koh DM et al (2009) Diffusion-weighted magnetic resonance imaging as a cancer biomarker: consensus and recommendations. Neoplasia 11:102–125CrossRef
30.
go back to reference Utsunomiya D, Notsute S, Hayashida Y et al (2004) Endometrial carcinoma in adenomyosis: assessment of myometrial invasion on T2-weighted spin-echo and gadolinium-enhanced T1-weighted images. AJR Am J Roentgenol 182:399–404CrossRef Utsunomiya D, Notsute S, Hayashida Y et al (2004) Endometrial carcinoma in adenomyosis: assessment of myometrial invasion on T2-weighted spin-echo and gadolinium-enhanced T1-weighted images. AJR Am J Roentgenol 182:399–404CrossRef
31.
go back to reference Park JJ, Kim CK, Park SY, Park BK, Kim B (2014) Value of diffusion-weighted imaging in predicting parametrial invasion in stage IA2-IIA cervical cancer. Eur Radiol 24:1081–1088CrossRef Park JJ, Kim CK, Park SY, Park BK, Kim B (2014) Value of diffusion-weighted imaging in predicting parametrial invasion in stage IA2-IIA cervical cancer. Eur Radiol 24:1081–1088CrossRef
32.
go back to reference Thomeer MG, Vandecaveye V, Braun L et al (2019) Evaluation of T2-W MR imaging and diffusion-weighted imaging for the early post-treatment local response assessment of patients treated conservatively for cervical cancer: a multicentre study. Eur Radiol 29:309–318CrossRef Thomeer MG, Vandecaveye V, Braun L et al (2019) Evaluation of T2-W MR imaging and diffusion-weighted imaging for the early post-treatment local response assessment of patients treated conservatively for cervical cancer: a multicentre study. Eur Radiol 29:309–318CrossRef
33.
go back to reference Jalaguier-Coudray A, Villard-Mahjoub R, Delouche A et al (2017) Value of dynamic contrast-enhanced and diffusion-weighted MR imaging in the detection of pathologic complete response in cervical cancer after neoadjuvant therapy: a retrospective observational study. Radiology 284:432–442CrossRef Jalaguier-Coudray A, Villard-Mahjoub R, Delouche A et al (2017) Value of dynamic contrast-enhanced and diffusion-weighted MR imaging in the detection of pathologic complete response in cervical cancer after neoadjuvant therapy: a retrospective observational study. Radiology 284:432–442CrossRef
34.
go back to reference Deng L, Wang QP, Chen X, Duan XY, Wang W, Guo YM (2015) The combination of diffusion- and T2-weighted imaging in predicting deep myometrial invasion of endometrial cancer: a systematic review and meta-analysis. J Comput Assist Tomogr 39:661–673CrossRef Deng L, Wang QP, Chen X, Duan XY, Wang W, Guo YM (2015) The combination of diffusion- and T2-weighted imaging in predicting deep myometrial invasion of endometrial cancer: a systematic review and meta-analysis. J Comput Assist Tomogr 39:661–673CrossRef
35.
go back to reference Setsompop K, Gagoski BA, Polimeni JR, Witzel T, Wedeen VJ, Wald LL (2012) Blipped-controlled aliasing in parallel imaging for simultaneous multislice echo planar imaging with reduced g-factor penalty. Magn Reson Med 67:1210–1224CrossRef Setsompop K, Gagoski BA, Polimeni JR, Witzel T, Wedeen VJ, Wald LL (2012) Blipped-controlled aliasing in parallel imaging for simultaneous multislice echo planar imaging with reduced g-factor penalty. Magn Reson Med 67:1210–1224CrossRef
36.
go back to reference Dai E, Zhang Z, Ma X et al (2018) The effects of navigator distortion and noise level on interleaved EPI DWI reconstruction: a comparison between image- and k-space-based method. Magn Reson Med 80:2024–2032CrossRef Dai E, Zhang Z, Ma X et al (2018) The effects of navigator distortion and noise level on interleaved EPI DWI reconstruction: a comparison between image- and k-space-based method. Magn Reson Med 80:2024–2032CrossRef
Metadata
Title
Qualitative and quantitative comparison of image quality between single-shot echo-planar and interleaved multi-shot echo-planar diffusion-weighted imaging in female pelvis
Authors
He An
Xiaodong Ma
Ziyi Pan
Hua Guo
Elaine Yuen Phin Lee
Publication date
01-04-2020
Publisher
Springer Berlin Heidelberg
Published in
European Radiology / Issue 4/2020
Print ISSN: 0938-7994
Electronic ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-019-06491-3

Other articles of this Issue 4/2020

European Radiology 4/2020 Go to the issue