Related Experiment Video
Updated: Feb 14, 2026

Diffusion Imaging in the Rat Cervical Spinal Cord
Published on: April 7, 2015
Removal of evidential motion-contaminated and poorly fitted image data improves IVIM diffusion MRI parameter
Olivier Chevallier1,2, Nan Zhou3, Jian He3
11 Department of Imaging and Interventional Radiology, Faculty of Medicine, The Chinese University of Hong Kong, New Territories, Hong Kong SAR.
Abstract:
Background It has been reported that intravoxel incoherent motion (IVIM) diffusion magnetic resonance imaging (MRI) scan-rescan reproducibility is unsatisfactory. Purpose To study IVIM MRI parameter reproducibility for liver parenchyma after the removal of motion-contaminated and/or poorly fitted image data. Material and Methods Eighteen healthy volunteers had liver scans twice in the same session to assess scan-rescan repeatability, and again in another session after an average interval of 13 days to assess reproducibility. Diffusion-weighted images were acquired with a 3-T scanner using respiratory-triggered echo-planar sequence and 16 b-values (0-800 s/mm2). Measurement was performed on the right liver with segment-unconstrained least square fitting. Image series with evidential anatomical mismatch, apparent artifacts, and poorly fitted signal intensity vs. b-value curve were excluded. A minimum of three slices was deemed necessary for IVIM parameter estimation. Results With a total 54 examinations, six did not satisfy inclusion criteria, leading to a success rate of 89%, and 14 volunteers were finally included for the repeatability/reproducibility study. A total of 3-10 slices per examination (mean = 5.3 slices, median = 5 slices) were utilized for analysis. Using threshold b-value = 80 s/mm2, the coefficient of variation and within-subject coefficient of variation for repeatability were 2.86% and 3.36% for Dslow, 3.81% and 4.24% for perfusion fraction (PF), 18.16% and 24.88% for Dfast; and those for reproducibility were 2.48% and 3.24% for Dslow, 4.91% and 5.38% for PF, and 21.18% and 30.89% for Dfast. Conclusion Removal of motion-contaminated and/or poorly fitted image data improves IVIM parameter reproducibility.
Insights
Improving intravoxel incoherent motion (IVIM) diffusion MRI reproducibility in liver parenchyma is crucial. Removing motion-contaminated or poorly fitted data significantly enhances IVIM parameter scan-rescan consistency.
Area of Science:
- Medical Imaging
- Radiology
- Biophysics
Background:
- Intravoxel incoherent motion (IVIM) diffusion MRI is valuable for liver parenchyma assessment.
- Previous studies reported unsatisfactory scan-rescan reproducibility of IVIM parameters.
- Data quality, including motion and fitting artifacts, is a potential source of variability.
Purpose of the Study:
- To evaluate the reproducibility of IVIM MRI parameters in the liver parenchyma.
- To assess the impact of excluding motion-contaminated and poorly fitted data on IVIM parameter reproducibility.
- To determine the repeatability and reproducibility of key IVIM metrics.
Main Methods:
- Eighteen healthy volunteers underwent repeated liver diffusion-weighted MRI scans at 3 Tesla.
- Respiratory-triggered echo-planar imaging with 16 b-values (0-800 s/mm²) was used.
- Image data were rigorously screened for artifacts and poor signal-to-noise ratio curves; segment-unconstrained least square fitting was applied.
Main Results:
- A high success rate (89%) was achieved after excluding inadequate datasets, with 14 volunteers included.
- Excellent repeatability for slow diffusion coefficient (Dslow) (CV 2.86%) and perfusion fraction (PF) (CV 3.81%).
- Improved reproducibility for Dslow (CV 2.48%) and PF (CV 4.91%) after data curation, while Dfast remained less reproducible.
Conclusions:
- Exclusion of motion-contaminated and poorly fitted image data significantly improves IVIM parameter reproducibility in liver parenchyma.
- This data curation strategy enhances the reliability of IVIM MRI for clinical applications.
- Further optimization may be needed for fast diffusion (Dfast) parameter estimation.
Related Concept Videos
Diffusion
Radiological Investigation II: MRI and Ventilation Perfusion Scan
Magnetic Resonance Imaging (MRI) and Ventilation Perfusion Scans are two radiological investigations that offer detailed diagnostic images of the body, particularly lung structures.
MRI
MRI uses magnetic fields and radiofrequency signals to distinguish between normal and abnormal tissues. This technology provides a more detailed diagnostic image than CT scans, enabling it to characterize pulmonary nodules, stage bronchogenic carcinoma, and evaluate inflammatory activity in...
Statistical Methods to Analyze Parametric Data: Student t-Test and Goodness-of-Fit Test
The Student's t-test is a statistical test that examines if there is a statistically significant difference between the means of two groups. This test is instrumental when dealing with...
Imaging Studies I: CT and MRI
Description of the Procedures
Computed Tomography (CT) scan:
Computed Tomography (CT) scans use X-ray technology to generate detailed images of bones, organs, and tissues. During the scan, the patient lies on a moving table...
Model Approaches for Pharmacokinetic Data: Distributed Parameter Models
The distributed parameter models are specifically designed to account for variations and differences in some drug classes. This model is particularly useful for assessing regional concentrations of anticancer or...
Induced-fit Model
Enzymes exhibit substrate specificity, meaning that they can only bind to certain substrates. This is mainly determined by the shape and chemical...

