Title :
Automatic exposure control (AEC) for dual energy computed tomography (DECT)
Author :
Stenner, Philip ; Kachelrieß, Marc
Author_Institution :
Univ. of Erlangen -Nurnberg, Erlangen
fDate :
Oct. 26 2007-Nov. 3 2007
Abstract :
DECT means acquiring the same object at two different energies, respectively two different tube voltages U1 and U2. The rawdata q1 and q2 undergo a decomposition process of type p = p(q1, q2). The rawdata p are reconstructed to obtain monochromatic images of the attenuation mu, of the object density p or of a specific material distribution. Given p and a rawdata-based projection-wise patient dose estimation D (alpha) we determine the optimal tube current curves I1(alpha) and I2 (alpha), with alpha being the view angle, that minimizes image noise for a given patient dose level. AEC for DECT can perform online, I1(alpha) and I2 (alpha) can be determined during the scan. Simulation studies using semianthropomorphic phantom data were carried out. In particular functions p that generate mu-images and density images were evaluated. Image quality was compared to standard scans at Uo = 120 kV (clinical CT) and Uo = 45 kV (micro-CT) that were taken at the same dose level (Do = D1 + D2) and identical spatial resolution. Appropriate choice of p(q1,q2) allows to obtain mu images that are both artifact-free and show image noise levels comparable to the noise of the standard scan. Here, mu images at 25 keV (micro-CT) and 70 keV (clinical CT) turned out to be optimal. Non-optimal choice of the decomposition function will, however, significantly increase image noise. In particular mu images at 511 keV, as needed for PET/CT attenuation correction, exhibit more than twice as much image noise as the standard scan. With DECT-AEC, that guarantees best dose usage possible, monochromatic images are generated with only slightly increased noise levels at the same dose compared to a standard scan. The benefit of significantly decreased artifacts appears to allow using DECT-AEC-generated monochromatic images in daily ro- utine.
Keywords :
dosimetry; image denoising; image reconstruction; medical image processing; phantoms; positron emission tomography; CT; PET; attenuation correction; automatic exposure control; decomposition; dual energy computed tomography; electron volt energy 14 keV; electron volt energy 511 keV; electron volt energy 70 keV; image noise minimization; image reconstruction; patient dose estimation; semianthropomorphic phantom; voltage 120 kV; voltage 45 kV; Attenuation; Automatic control; Computed tomography; Image quality; Image reconstruction; Imaging phantoms; Noise level; Raw materials; Spatial resolution; Voltage;
Conference_Titel :
Nuclear Science Symposium Conference Record, 2007. NSS '07. IEEE
Conference_Location :
Honolulu, HI
Print_ISBN :
978-1-4244-0922-8
Electronic_ISBN :
1095-7863
DOI :
10.1109/NSSMIC.2007.4437081