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Development of a semi-automated method for quantification of MRI gray and white matter lesions in geriatric subjects
- Source :
- Psychiatry research. 115(1-2)
- Publication Year :
- 2002
-
Abstract
- Brain magnetic resonance imaging (MRI) allows for quantitative assessment of hyperintense foci, which are seen with aging and various diseases. These foci, considered to represent lesions, are important in the study of various psychiatric illnesses, including depression. Few quantitative measures have been developed for such research. The goal of the current study was to develop a reliable and efficient method for quantifying the volumes of gray and white matter lesions in MRI scans of the elderly. Interrater reliability was determined by repeat lesion measures on 16 scans. Semi-automated segmentation was performed that identified potential lesions, and then lesions were manually selected based upon detailed anatomic criteria. The lesion quantification procedure took between 25 and 45 min per scan. Reliability intraclass correlation coefficients (ICCs) were 0.99 for both gray and white matter lesions. Volumetric results were found to be moderately correlated with previous lesion ratings (r-values between 0.37 and 0.62, P
- Subjects :
- Male
Intraclass correlation
Neuroscience (miscellaneous)
Grey matter
Gray (unit)
Lesion
White matter
medicine
Image Processing, Computer-Assisted
Humans
Radiology, Nuclear Medicine and imaging
Aged
Brain Diseases
Depressive Disorder, Major
medicine.diagnostic_test
business.industry
Brain
Reproducibility of Results
Magnetic resonance imaging
Middle Aged
Magnetic Resonance Imaging
Hyperintensity
Psychiatry and Mental health
medicine.anatomical_structure
Female
medicine.symptom
Psychology
Nuclear medicine
business
Automated method
Subjects
Details
- ISSN :
- 01651781
- Volume :
- 115
- Issue :
- 1-2
- Database :
- OpenAIRE
- Journal :
- Psychiatry research
- Accession number :
- edsair.doi.dedup.....bbdcd758c8b7bcc47fa7ba0d157a7a3f