DocumentCode
1444051
Title
Enhanced Functional Brain Imaging by Using Adaptive Filtering and a Depth Compensation Algorithm in Diffuse Optical Tomography
Author
Tian, Fenghua ; Niu, Haijing ; Khan, Bilal ; Alexandrakis, George ; Behbehani, Khosrow ; Liu, Hanli
Author_Institution
Dept. of Bioeng., Univ. of Texas-Arlington, Arlington, TX, USA
Volume
30
Issue
6
fYear
2011
fDate
6/1/2011 12:00:00 AM
Firstpage
1239
Lastpage
1251
Abstract
Reflectance diffuse optical tomography (rDOT) of brain function is limited by its high sensitivity to the superficial tissues (i.e., the scalp and skull) and by its severe decrease in measurement sensitivity with increased depth. Significant interference in rDOT results from spontaneous fluctuations that are embedded in both the superficial tissues and brain, such as arterial pulsation and vasomotion. In this study, first we investigate coherence and phase shift of the spontaneous fluctuations in the resting state, within the superficial tissues and at various depths of the brain, respectively. We demonstrate that the spontaneous fluctuations originating from arterial pulsations (~ 1 Hz) are spatially global and temporally coherent, while the fluctuations originating from vasomotion (~ 0.1 Hz) tend to have less coherence with increased depth. Second, adaptive cancellation of spontaneous fluctuations with a frequency-specific strategy is utilized and validated in both resting and activation (evoked by a finger-tapping task) states. Third, improved depth localization of motor activation in reconstructed rDOT images is achieved by combining adaptive cancellation with a depth compensation algorithm that we recently reported.
Keywords
adaptive filters; biomedical optical imaging; bone; brain; haemodynamics; image reconstruction; medical image processing; optical tomography; adaptive cancellation; adaptive filtering; arterial pulsation; depth compensation algorithm; depth localization; enhanced functional brain imaging; finger-tapping task; frequency-specific strategy; image reconstruction; motor activation; phase shift; reflectance diffuse optical tomography; scalp; skull; spontaneous fluctuations; superficial tissues; vasomotion; Adaptive filters; Band pass filters; Coherence; Detectors; Fluctuations; Protocols; Sensitivity; Biomedical optical imaging; biomedical signal processing; brain; Algorithms; Brain Mapping; Evoked Potentials, Motor; Humans; Image Enhancement; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; Movement; Reproducibility of Results; Sensitivity and Specificity; Tomography, Optical;
fLanguage
English
Journal_Title
Medical Imaging, IEEE Transactions on
Publisher
ieee
ISSN
0278-0062
Type
jour
DOI
10.1109/TMI.2011.2111459
Filename
5709987
Link To Document