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Reliability and validity of ratings of signal hyperintensities on MRI by visual inspection and computerised
P Sachdev1, S Cathcart, R Shnier
1School of Psychiatry, University of New South Wales, Kensington, Sydney, Australia. p.sachdev@unsw.edu.au
Abstract:
Brain magnetic resonance imaging (MRI) scans on 98 elderly subjects, 62 with a diagnosis of schizophrenia and 36 healthy controls, were independently and blindly rated by two investigators using the visual rating methods of Fazekas et al. (Fazekas, F., Chawluk, J.B., Alavi, A., Hurtig, H.I., Zimmerman, R.A., 1987. MR signal abnormalities at 1.5 T in Alzheimer's dementia and normal aging. American Journal of Neuroradiology 8, 421-426) and Victoroff et al. (Victoroff, J., Mack, W.J., Grafton, S.T., Schreiber, S.S., Chui, H.C., 1994. A method to improve interrater reliability of visual inspection of brain MRI scans in dementia. Neurology 44, 2267-2276) for periventricular, deep white matter and subcortical gray matter signal hyperintensities (SHs) on T2-weighted images. The hyperintense signal volumes were measured by manual delineation of the signals on a workstation using Analyze software (computerised method). The subjects also underwent a detailed neuropsychological assessment. There was a high correlation between two experienced raters for both visual ratings, and the correspondence between the two methods was high. The inter-rater reliability for the computerised method was modest but significant, and the association between the visual and computerised methods was good except for ratings for SHs in subcortical nuclei. The Fazekas and computerised methods, and to a lesser degree the Victoroff method, had modest but significant correlations with some neuropsychological test measures. In conclusion, we did not demonstrate a clear superiority in reliability or validity for one demanding computerised method of rating SHs. Visual ratings should therefore be considered adequate for most clinical and research purposes, but such ratings should be accompanied by adequate training and the provision of standard reference images.
Insights
Visual ratings of brain magnetic resonance imaging (MRI) signal hyperintensities (SHs) are adequate for clinical and research use. Computerized methods show modest reliability, and visual ratings correlate well with neuropsychological tests.
Area of Science:
- Neuroimaging
- Neuroradiology
- Geriatric Psychiatry
Background:
- Brain magnetic resonance imaging (MRI) is crucial for assessing age-related changes and neurological disorders.
- Signal hyperintensities (SHs) in white and gray matter are common findings in elderly individuals, particularly those with schizophrenia.
- Standardized rating methods are essential for reliable interpretation of SHs.
Purpose of the Study:
- To compare the reliability and validity of visual rating scales (Fazekas, Victoroff) versus a computerized method for quantifying brain MRI signal hyperintensities (SHs).
- To assess the correlation between SH ratings and neuropsychological assessment outcomes in elderly subjects.
Main Methods:
- 98 elderly subjects (62 schizophrenia, 36 controls) underwent brain MRI (T2-weighted images).
- Signal hyperintensities (SHs) were rated using visual methods (Fazekas, Victoroff) and a computerized manual delineation method.
- Inter-rater reliability and correlation between methods were assessed.
- Neuropsychological assessments were performed on all subjects.
Main Results:
- High inter-rater reliability was found for both visual rating methods.
- The computerized method showed modest but significant inter-rater reliability.
- Visual and computerized methods demonstrated good agreement, except for subcortical SHs.
- Both visual and computerized methods showed modest correlations with some neuropsychological test measures.
Conclusions:
- No clear superiority in reliability or validity was demonstrated for the computerized method over visual ratings.
- Visual rating methods for SHs are adequate for most clinical and research applications.
- Adequate training and standardized reference images are recommended for visual SH ratings.