A stoichiometric calibration method for dual energy computed tomography
Alexandra E Bourque1, Jean-François Carrier, Hugo Bouchard
1Medical Physics Unit, Montreal General Hospital (L5-113), McGill University, 1650 Cedar Avenue, Montreal, Quebec H3G 1A4, Canada. Centre hospitalier de l'Université de Montréal (CHUM), 1560 Sherbrooke est, Montréal, Québec H2 L 4M1, Canada.
This study adapts stoichiometric calibration for dual-energy CT (DECT) to accurately determine human tissue composition. The method improves accuracy for electron density and effective atomic number, crucial for radiotherapy dose calculations.
Area of Science:
- Medical Physics
- Radiotherapy
- Imaging Science
Background:
- Accurate radiotherapy dose calculation requires precise patient tissue composition data.
- Traditional CT calibration methods are effective for single-energy CT but less so for dual-energy CT (DECT).
- DECT offers potential for improved tissue characterization without calibration curves.
Purpose of the Study:
- To adapt the stoichiometric calibration method for DECT to accurately determine electron density (ED) and effective atomic number (EAN).
- To validate the adapted method using theoretical models and phantom measurements.
- To assess the impact of DECT-derived tissue data on ion beam therapy dose calculations.
Main Methods:
- Revised stoichiometric calibration method applied to DECT data.
- Utilized ICRP human tissue compositions and XCOM database for theoretical validation.
- Phantom measurements performed on a Siemens SOMATOM Definition Flash DECT scanner.
- Calculated ion stopping powers and range uncertainties for therapeutic proton, helium, and carbon ions.
Main Results:
- DECT stoichiometric calibration achieved Hounsfield Unit (HU) predictions within ±1.3 HU of theoretical values.
- Mean absolute errors for ED and EAN were (0.3 ± 0.4)% and (1.6 ± 2.0)%, respectively.
- Mean absolute errors for proton stopping powers and I-values were (0.5 ± 0.4)% and (4.1 ± 2.7)%, respectively.
- Uncertainties in ion ranges were below 1.3 mm for protons and 0.5 mm for carbon ions.
Conclusions:
- The adapted stoichiometric calibration method provides highly accurate tissue characterization using DECT.
- This method enhances accuracy for ion beam therapy and potentially photon beam therapy.
- The approach minimizes the need for spectrum measurements or empirical corrections.
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