An attempt for coloring multichannel MR imaging data

Citation
S. Muraki et al., An attempt for coloring multichannel MR imaging data, IEEE VIS C, 7(3), 2001, pp. 265-274
Citations number
25
Categorie Soggetti
Computer Science & Engineering
Journal title
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS
ISSN journal
10772626 → ACNP
Volume
7
Issue
3
Year of publication
2001
Pages
265 - 274
Database
ISI
SICI code
1077-2626(200107/09)7:3<265:AAFCMM>2.0.ZU;2-P
Abstract
This is an elementary research for assigning color values to voxels of mult ichannel Magnetic Resonance Imaging (MRI) volume data. The MRI volume data sets obtained under different scanning conditions are transformed to the co mponents by independent component analysis (ICA), which enhances physical c haracteristics of the tissue. The transfer functions for generating color v alues from independent components are obtained using the radial basis funct ion network, a kind of neural net, by training the network with sample data chosen from visible human female data set (VHF). The resultant color volum e data sets correspond well with the full-color cross-sections of the visib le human data sets.