DocumentCode
60521
Title
Experimental Comparison of Continuous-Wave and Frequency-Domain Fluorescence Tomography in a Commercial Multi-Modal Scanner
Author
Yujie Lu ; Darne, Chinmay D. ; I-Chih Tan ; Banghe Zhu ; Rightmer, Ryan ; Rasmussen, John C. ; Sevick-Muraca, Eva M.
Author_Institution
Brown Found. Inst. of Mol. Med., Univ. of Texas Health Sci. Center, Houston, TX, USA
Volume
34
Issue
6
fYear
2015
fDate
Jun-15
Firstpage
1197
Lastpage
1211
Abstract
The performance evaluation of a variety of small animal tomography measurement approaches and algorithms for recovery of fluorescent absorption cross section has not been conducted. Herein, we employed an intensified CCD system installed in a commercial small animal CT (Computed Tomography) scanner to compare image reconstructions from time-independent, continuous wave (CW) measurements and from time-dependent, frequency domain (FD) measurements in a series of physical phantoms specifically designed for evaluation. Comparisons were performed as a function of 1) number of projections, 2) the level of preprocessing filters used to improve the signal-to-noise ratio (SNR), 3) endogenous heterogeneity of optical properties, as well as in the cases of 4) two fluorescent targets and 5) a mouse-shaped phantom. Assessment of quantitative recovery of fluorescence absorption cross section was performed using a fully parallel, regularization-free, linear reconstruction algorithm with diffusion approximation (DA) and high order simplified spherical harmonics ( SPN) approximation to the radiative transport equation (RTE). The results show that while FD measurements may result in superior image reconstructions over CW measurements, data acquisition times are significantly longer, necessitating further development of multiple detector/source configurations, improved data read-out rates, and detector technology. FD measurements with SP3 reconstructions enabled better quantitative recovery of fluorescent target strength, but required increased computational expense. Despite the developed parallel reconstruction framework being able to achieve more than 60 times speed increase over sequential implementation, further development in faster parallel acceleration strategies for near-real time and real-time image recovery and more precise forward solution is necessary.
Keywords
CCD image sensors; computerised tomography; fluorescence; image reconstruction; medical image processing; optical tomography; parallel algorithms; phantoms; Computed Tomography; DA; RTE; SNR; SP3 reconstructions; SPN; commercial multimodal scanner; commercial small animal CT scanner; continuous wave measurement; continuous-wave fluorescence tomography; data acquisition time; data read-out rates; detector technology; diffusion approximation; fluorescent absorption cross section; fluorescent target strength; fluorescent targets; frequency domain measurement; frequency-domain fluorescence tomography; high order simplified spherical harmonics approximation; image reconstruction; intensified CCD system; linear reconstruction algorithm; mouse-shaped phantom; multiple detector; near-real time image recovery; optical properties; parallel acceleration strategies; parallel reconstruction framework; physical phantoms; preprocessing filter level; projection number; quantitative recovery; radiative transport equation; real-time image recovery; regularization-free algorithm; sequential implementation; signal-to-noise ratio; small animal tomography measurement; source configuration; time-dependent measurement; time-independent measurement; Animals; Fluorescence; Image reconstruction; Optical imaging; Phantoms; Tomography; Continuous-wave measurement; fluorescence tomography; multimodal small animal imaging system; reconstruction algorithm; time-dependent measurement;
fLanguage
English
Journal_Title
Medical Imaging, IEEE Transactions on
Publisher
ieee
ISSN
0278-0062
Type
jour
DOI
10.1109/TMI.2014.2375193
Filename
6967843
Link To Document