Analysis of the hemispheric asymmetry using fractal dimension of a skeletonized cerebral surface

Jong Min Lee, Uicheul Yoon, Jae Jin Kim, In Young Kim, Dong Soo Lee, Jun Soo Kwon, Sun I. Kim

Research output: Contribution to journalArticle

32 Citations (Scopus)

Abstract

We investigated hemispheric asymmetry using the fractal dimension (FD) of the skeletonized cerebral surface. Sicty-two T1-weighted magnetic resonance imaging volumes from normal Korean adults were used. The skeletonization of binary volume data, which corresponded to the union of the gray matter and cerebrospinal flow classified by fuzzy clustering, was performed slice by slice in the sagittal direction, and then skeletonized slices were integrated into the three-dimensional (3-D) hemisphere. Finally, the FD of the 3-D skeletonized cerebral surface was calculated using the box-counting method. We measured the FD of the skeletonized cerebral surface and the volumes of intracranial gray matter and white matter for the whole hemispheres and obtained the hemispheric asymmetries of each measurement. The FD, the gray matter, and the white matter volumes for the whole hemispheres decreased in the old group. The asymmetry of the FD revealed a significant right-greater-than-left asymmetry showed rightward, but did not change according to age and gender. None of the intracranial gray matter or white matter volumes showed any significant asymmetric changes. It could be said that the FD of the skeletonized cerebral surface is a novel measure of cerebral asymmetry.

Original languageEnglish
Pages (from-to)1494-1498
Number of pages5
JournalIEEE Transactions on Biomedical Engineering
Volume51
Issue number8
DOIs
Publication statusPublished - 2004 Aug 1

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Fractal dimension
Fuzzy clustering
Magnetic resonance
Imaging techniques

All Science Journal Classification (ASJC) codes

  • Biomedical Engineering

Cite this

Lee, Jong Min ; Yoon, Uicheul ; Kim, Jae Jin ; Kim, In Young ; Lee, Dong Soo ; Kwon, Jun Soo ; Kim, Sun I. / Analysis of the hemispheric asymmetry using fractal dimension of a skeletonized cerebral surface. In: IEEE Transactions on Biomedical Engineering. 2004 ; Vol. 51, No. 8. pp. 1494-1498.
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Analysis of the hemispheric asymmetry using fractal dimension of a skeletonized cerebral surface. / Lee, Jong Min; Yoon, Uicheul; Kim, Jae Jin; Kim, In Young; Lee, Dong Soo; Kwon, Jun Soo; Kim, Sun I.

In: IEEE Transactions on Biomedical Engineering, Vol. 51, No. 8, 01.08.2004, p. 1494-1498.

Research output: Contribution to journalArticle

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