Influence of beam hardening in dual-energy CT imaging: phantom study for iodine mapping, virtual monoenergetic imaging, and virtual non-contrast imaging.
Risa KanataniTakashi ShirasakaTsukasa KojimaToyoyuki KatoMasateru KawakuboPublished in: European radiology experimental (2021)
In this study, we investigated the influence of beam hardening on the dual-energy computed tomography (DECT) values of iodine maps, virtual monoenergetic (VME) images, and virtual non-contrast (VNC) images. 320-row DECT imaging was performed by changing the x-ray tube energy for the first and second rotations. DECT values of 5 mg/mL iodine of the multi-energy CT phantom were compared with and without a 2-mm-thick attenuation rubber layer (~700 HU) wound around the phantom. It was found that the CT density values UH, with/without the rubber layer had statistical differences in the iodine map (184 ± 0.7 versus 186 ± 1.8), VME images (125 ± 0.3 versus 110 ± 0.4), and VNC images (-58 ± 0.7 versus -76 ± 1.7) (p < 0.010 for all). This suggests that iodine mapping may be underestimated by DECT and overestimated by VME imaging because of x-ray beam hardening. The use of VNC images instead of plain CT images requires further investigation because of underestimation.
Keyphrases
- dual energy
- computed tomography
- high resolution
- image quality
- deep learning
- contrast enhanced
- convolutional neural network
- positron emission tomography
- optical coherence tomography
- magnetic resonance imaging
- magnetic resonance
- machine learning
- mass spectrometry
- fluorescence imaging
- high density
- surgical site infection
- atomic force microscopy
- electron microscopy
- single molecule
- photodynamic therapy