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19 March 2008Reduced inter-exposure time in dual-energy imaging: a technological and image processing cooperative approach
Dual-energy imaging increases the possibility of pulmonary nodule detection by reducing the bone structure
noise. Dual-shot techniques are limited by structural artefacts due to patient and natural movement during the
switch of voltage between energies. A new acquisition approach for dual-energy imaging was envisioned in order
to reduce this inter-exposure time. The idea is to keep the tube voltage constant, switch a filter in front of
the patient and thus modulate the outgoing x-ray spectrum. The drawback of this method is a poorer spectral
separation between low and high energy images leading to a higher sensitivity to noise. On the other hand, noise
in the reconstructed image is mainly controlled by high-energy image noise, allowing the use of noise suppression
algorithms without loosing high-frequency information present in the low-energy image.
The first part of this paper is a simulation study presenting system optimisation that includes noise reduction in
the HE image. Exposure times and filter thickness are chosen when optimising the signal difference to noise ratio
(SDNR) and dose. Results show better SDNR (9 %) for similar dose than state-of-art dual-shot switching voltage
technique. Thicker filters could lead to better results, but would demand more tube charge. In the second part is
presented experimental validation and implemented noise suppression algorithm. As radiographs of anatomical
phantoms are structured, anisotropic algorithm have been considered. Nodule and anthropomorphic phantoms
were used to measure detail suppression after image processing. Results are shown in terms of noise suppression
in the reconstructed image as well as in detail preservation.
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Christopher S. Coello, Jean-Marc Dinten, Marc Arques, Pierre Rohr, Christophe Odet, "Reduced inter-exposure time in dual-energy imaging: a technological and image processing cooperative approach," Proc. SPIE 6913, Medical Imaging 2008: Physics of Medical Imaging, 691357 (19 March 2008); https://doi.org/10.1117/12.770414