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Fractal dimension analysis of MR images reveals grey matter structure irregularities in schizophrenia.
- Source :
-
Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society [Comput Med Imaging Graph] 2008 Mar; Vol. 32 (2), pp. 150-8. Date of Electronic Publication: 2007 Dec 18. - Publication Year :
- 2008
-
Abstract
- The fractal dimension (FD) was used to reveal brain structure irregularities in patients with schizophrenia. FD provides a unique way of quantifying the shape complexity of cortical folding of the human brain. MR images were obtained from seven patients with schizophrenia that were compared with six healthy control subjects. The MR images were first segmented, and the FD was calculated for the grey/white matter boundary for the whole brain and the hemispheres separately, using the box-counting and Minkowski-Bouligand methods. The results showed that the patients had larger FD values than the controls, for the whole brain volume and right hemisphere.
- Subjects :
- Adult
Algorithms
Artificial Intelligence
Female
Fractals
Humans
Image Enhancement methods
Male
Reproducibility of Results
Sensitivity and Specificity
Brain pathology
Image Interpretation, Computer-Assisted methods
Imaging, Three-Dimensional methods
Magnetic Resonance Imaging methods
Neurons pathology
Pattern Recognition, Automated methods
Schizophrenia pathology
Subjects
Details
- Language :
- English
- ISSN :
- 0895-6111
- Volume :
- 32
- Issue :
- 2
- Database :
- MEDLINE
- Journal :
- Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society
- Publication Type :
- Academic Journal
- Accession number :
- 18068333
- Full Text :
- https://doi.org/10.1016/j.compmedimag.2007.10.005