DocumentCode :
55199
Title :
First Demonstration of Multiplexed X-Ray Fluorescence Computed Tomography (XFCT) Imaging
Author :
Yu Kuang ; Pratx, Guillem ; Bazalova, Magdalena ; Bowen Meng ; Jianguo Qian ; Lei Xing
Author_Institution :
Radiat. Oncology Dept., Stanford Univ., Stanford, CA, USA
Volume :
32
Issue :
2
fYear :
2013
fDate :
Feb. 2013
Firstpage :
262
Lastpage :
267
Abstract :
Simultaneous imaging of multiple probes or biomarkers represents a critical step toward high specificity molecular imaging. In this work, we propose to utilize the element-specific nature of the X-ray fluorescence (XRF) signal for imaging multiple elements simultaneously (multiplexing) using XRF computed tomography (XFCT). A 5-mm-diameter pencil beam produced by a polychromatic X-ray source (150 kV, 20 mA) was used to stimulate emission of XRF photons from 2% (weight/volume) gold (Au), gadolinium (Gd), and barium (Ba) embedded within a water phantom. The phantom was translated and rotated relative to the stationary pencil beam in a first-generation CT geometry. The X-ray energy spectrum was collected for 18 s at each position using a cadmium telluride detector. The spectra were then used to isolate the K shell XRF peak and to generate sinograms for the three elements of interest. The distribution and concentration of the three elements were reconstructed with the iterative maximum likelihood expectation maximization algorithm. The linearity between the XFCT intensity and the concentrations of elements of interest was investigated. We found that measured XRF spectra showed sharp peaks characteristic of Au, Gd, and Ba. The narrow full-width at half-maximum (FWHM) of the peaks strongly supports the potential of XFCT for multiplexed imaging of Au, Gd, and Ba (FWHMAu,Kα1 = 0.619 keV, FWHMAu,Kα2=1.371 keV , FWHMGd,Kα=1.297 keV, FWHMGd,Kβ=0.974 keV , FWHMBa,Kα=0.852 keV, and FWHMBa,Kβ=0.594 keV ). The distribution of Au, Gd, and Ba in the water phantom was clearly identifiable in the reconstructed XRF images. Our results showed linear relationships between the XRF intensity of each tested element and their concentrations (R2Au=0.944 , RGd2=0.986, and RBa2=0.999), suggesting that XFCT is capable - f quantitative imaging. Finally, a transmission CT image was obtained to show the potential of the approach for providing attenuation correction and morphological information. In conclusion, XFCT is a promising modality for multiplexed imaging of high atomic number probes.
Keywords :
X-ray fluorescence analysis; computerised tomography; expectation-maximisation algorithm; image reconstruction; medical image processing; phantoms; semiconductor counters; X-ray energy spectrum; XFCT imaging; XRF computed tomography; XRF photons; atomic number probes; cadmium telluride detector; first-generation CT geometry; image reconstruction; iterative maximum likelihood expectation maximization algorithm; molecular imaging; multiplexed X-ray fluorescence computed tomography; pencil beam; polychromatic X-ray source; water phantom; Barium; Computed tomography; Gold; Phantoms; Photonics; X-ray imaging; Characteristic X-ray; X-ray fluorescence computed tomography (XFCT); X-ray fluorescence imaging; computed tomography (CT); multiplexed imaging; Algorithms; Equipment Design; Equipment Failure Analysis; Humans; Phantoms, Imaging; Pilot Projects; Radiographic Image Enhancement; Radiographic Image Interpretation, Computer-Assisted; Reproducibility of Results; Sensitivity and Specificity; Spectrometry, X-Ray Emission; Tomography, X-Ray Computed;
fLanguage :
English
Journal_Title :
Medical Imaging, IEEE Transactions on
Publisher :
ieee
ISSN :
0278-0062
Type :
jour
DOI :
10.1109/TMI.2012.2223709
Filename :
6329440
Link To Document :
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