Dual energy CT for attenuation correction with PET/CT.
Ting Xia1, Adam M Alessio2, Paul E Kinahan3
1Department of Bioengineering, University of Washington, Seattle, Washington 98105.
Dual-energy CT (DECT) synthesized monoenergetic images show energy-dependent noise and bias. Sinogram smoothing reduces noise without increasing bias, improving PET/CT quantitative accuracy at similar radiation doses.
Area of Science:
- Medical Imaging Physics
- Radiological Sciences
- Computed Tomography
Background:
- Quantitative imaging with PET/CT and SPECT/CT is increasing.
- Monoenergetic images synthesized from dual-energy CT (DECT) are valuable for estimating attenuation coefficients at PET and SPECT energies.
- Variations in noise and bias of synthesized monoenergetic images with energy require evaluation.
Purpose of the Study:
- To evaluate energy-dependent noise and bias properties of monoenergetic images synthesized from DECT.
- To assess the suitability of these images for PET and SPECT attenuation correction.
- To compare DECT-based attenuation correction with single-kVp CT-based correction for PET quantitation.
Main Methods:
- Used analytic approximations and simulations to estimate noise and bias of synthesized monoenergetic images (40-520 keV).
- Employed dual-kVp spectra (80 and 140 kVp) from a GE Lightspeed VCT scanner with 0.5 mm Cu filtration.
- Evaluated noise suppression (sinogram smoothing) and dose minimization strategies, comparing DECT with single-kVp CT for PET attenuation correction.
Main Results:
- Minimum noise observed at an energy between the mean energies of the two spectra.
- Normalized coefficient of variation in attenuation maps plateaued around 160 keV and remained constant up to 511 keV.
- Bias was minimal (within 2.4% of true values); sinogram smoothing reduced noise significantly without increasing bias.
- DECT with optimized techniques achieved similar radiation dose to single CT, reducing PET bias in contrast regions by ≈2.6x and slightly reducing overall RMSE.
Conclusions:
- DECT for higher-energy attenuation correction exhibits energy-dependent noise amplification.
- Sinogram smoothing effectively reduces noise in DECT-derived attenuation maps without introducing bias.
- Optimized DECT techniques offer comparable radiation dose to single CT while enhancing PET image quantitative accuracy.
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