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Diffusion Tensor Magnetic Resonance Imaging in the Analysis of Neurodegenerative Diseases
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Reliability of the freehand region-of-interest method in quantitative cerebral diffusion tensor imaging
Ullamari Hakulinen1,2,3, Antti Brander4, Tero Ilvesmäki5
1Department of Medical Physics, Medical Imaging Center of Pirkanmaa Hospital District, Tampere, Finland. ullamari.hakulinen@pshp.fi.
BMC Medical Imaging
|October 5, 2021
Summary
The freehand region-of-interest (ROI) method in diffusion tensor imaging (DTI) shows high reliability for quantitative analysis in healthy adults. This technique is suitable for research, particularly in younger individuals, with careful observer training and repeated measurements.
Area of Science:
- Neuroimaging
- Biomedical Engineering
- Radiology
Background:
- Diffusion Tensor Imaging (DTI) is a key MRI technique for assessing white matter integrity in the brain.
- Quantitative DTI analysis reliability depends on imaging protocols, processing methods, and diffusion parameters.
- The Region-of-Interest (ROI) method is a common post-processing technique due to its availability in commercial software.
Purpose of the Study:
- To evaluate the reliability of the freehand ROI method in DTI analysis.
- To conduct intra- and inter-observer analyses to determine the consistency of measurements.
- To assess the impact of age on DTI parameters in specific brain regions.
Main Methods:
- 40 healthy participants underwent 3T brain MRI.
- Freehand ROIs were placed in nine anatomical locations.
- DTI parameters analyzed included fractional anisotropy (FA), apparent diffusion coefficient (ADC), axial diffusivity (AD), and radial diffusivity (RD).
- Intra- and inter-observer variability and reliability were assessed using intraclass correlation coefficients (ICCs).
Main Results:
- Average intra-observer ICC was 0.9 (excellent).
- Single ICCs for FA and ADC were excellent or adequate in 8/9 regions.
- Frontobasal regions demonstrated the highest reliability.
- Younger adults (18-30 years) showed significantly different FA, AD, and RD values compared to older groups.
Conclusions:
- The freehand ROI method offers high average reliability and adequate single-measure reliability for DTI analysis.
- The method is suitable for research with experienced observers, recommending at least two measurements per region.
- Artifacts can impact reliability in certain regions (e.g., cerebral peduncle).
- Results are most clinically relevant in adults under 30 due to minimal age-related white matter changes.
Keywords:
Apparent diffusion coefficientAxial diffusivityDiffusion tensor imagingFractional anisotropyFreehand methodIntra-class correlation coefficientROI-based methodRadial diffusivityReliabilityRepeatability
