Material decomposition with a prototype photon-counting detector CT system: expanding a stoichiometric dual-energy CT method via energy bin optimization and K-edge imaging
Objective. Computed tomography (CT) has advanced since its inception, with breakthroughs such as dual-energy CT (DECT), which extracts additional information by acquiring two sets of data at different energies. As high-flux photon-counting detectors (PCDs) become available, PCD-CT is also becoming a reality. PCD-CT can acquire multi-energy data sets in a single scan by spectrally binning the incident x-ray beam. With this, K-edge imaging becomes possible, allowing high atomic number (high-Z) contrast materials to be distinguished and quantified. In this study, we demonstrated that DECT methods can be converted to PCD-CT systems by extending the method of Bourque et al (2014). We optimized the energy bins of the PCD for this purpose and expanded the capabilities by employing K-edge subtraction imaging to separate a high-atomic number contrast material. Approach. The method decomposes materials into their effective atomic number (Z eff) and electron density relative to water (rho e ). The model was calibrated and evaluated using tissue-equivalent materials from the RMI Gammex electron density phantom with known rho e values and elemental compositions. Theoretical Z eff values were found for the appropriate energy ranges using the elemental composition of the materials. Z eff varied slightly with energy but was considered a systematic error. An ex vivo bovine tissue sample was decomposed to evaluate the model further and was injected with gold chloride to demonstrate the separation of a K-edge contrast agent. Main results. The mean root mean squared percent errors on the extracted Z eff and rho e for PCD-CT were 0.76% and 0.72%, respectively and 1.77% and 1.98% for DECT. The tissue types in the ex vivo bovine tissue sample were also correctly identified after decomposition. Additionally, gold chloride was separated from the ex vivo tissue sample with K-edge imaging. Significance. PCD-CT offers the ability to employ DECT material decomposition methods, along with providing additional capabilities such as K-edge imaging.
机构:
Duke Univ, Med Ctr, Dept Radiol, Ctr In Vivo Microscopy, Durham, NC 27710 USADuke Univ, Med Ctr, Dept Radiol, Ctr In Vivo Microscopy, Durham, NC 27710 USA
Holbrook, M. D.
Clark, D. P.
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Duke Univ, Med Ctr, Dept Radiol, Ctr In Vivo Microscopy, Durham, NC 27710 USADuke Univ, Med Ctr, Dept Radiol, Ctr In Vivo Microscopy, Durham, NC 27710 USA
Clark, D. P.
Badea, C. T.
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Duke Univ, Med Ctr, Dept Radiol, Ctr In Vivo Microscopy, Durham, NC 27710 USADuke Univ, Med Ctr, Dept Radiol, Ctr In Vivo Microscopy, Durham, NC 27710 USA
机构:
Univ Claude Bernard Lyon 1, Univ Lyon, INSA Lyon, Villeurbanne, France
Hosp Civils Lyon, Louis Pradel Hosp, Dept Cardiovasc & Thorac Radiol, Bron, FranceUniv Claude Bernard Lyon 1, Univ Lyon, INSA Lyon, Villeurbanne, France
Boccalini, Sara
Mayard, Charles
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Hosp Civils Lyon, Louis Pradel Hosp, Dept Cardiovasc & Thorac Radiol, Bron, FranceUniv Claude Bernard Lyon 1, Univ Lyon, INSA Lyon, Villeurbanne, France
Mayard, Charles
Lacombe, Hugo
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Univ Claude Bernard Lyon 1, Univ Lyon, INSA Lyon, UJM St Etienne,CNRS,Inserm,CREATIS,UMR 5220, Villeurbanne, FranceUniv Claude Bernard Lyon 1, Univ Lyon, INSA Lyon, Villeurbanne, France
Lacombe, Hugo
Villien, Marjorie
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Philips Healthcare, Suresnes, FranceUniv Claude Bernard Lyon 1, Univ Lyon, INSA Lyon, Villeurbanne, France
Villien, Marjorie
Si-Mohamed, Salim
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Hosp Civils Lyon, Louis Pradel Hosp, Dept Cardiovasc & Thorac Radiol, Bron, France
Univ Claude Bernard Lyon 1, Univ Lyon, INSA Lyon, UJM St Etienne,CNRS,Inserm,CREATIS,UMR 5220, Villeurbanne, FranceUniv Claude Bernard Lyon 1, Univ Lyon, INSA Lyon, Villeurbanne, France
Si-Mohamed, Salim
Delahaye, Francois
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Univ Claude Bernard Lyon 1, Univ Lyon, INSA Lyon, Villeurbanne, France
Hosp Civils Lyon, Louis Pradel Hosp, Dept Cardiol, Bron, FranceUniv Claude Bernard Lyon 1, Univ Lyon, INSA Lyon, Villeurbanne, France
Delahaye, Francois
Boussel, Loic
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Hosp Civils Lyon, Louis Pradel Hosp, Dept Cardiovasc & Thorac Radiol, Bron, France
Univ Claude Bernard Lyon 1, Univ Lyon, INSA Lyon, UJM St Etienne,CNRS,Inserm,CREATIS,UMR 5220, Villeurbanne, FranceUniv Claude Bernard Lyon 1, Univ Lyon, INSA Lyon, Villeurbanne, France
Boussel, Loic
Budde, Ricardo P. J.
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Erasmus MC, Dept Radiol & Nucl Med, Rotterdam, NetherlandsUniv Claude Bernard Lyon 1, Univ Lyon, INSA Lyon, Villeurbanne, France
Budde, Ricardo P. J.
Pozzi, Matteo
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Hosp Civils Lyon, Louis Pradel Hosp, Dept Cardiac Surg, Bron, FranceUniv Claude Bernard Lyon 1, Univ Lyon, INSA Lyon, Villeurbanne, France
Pozzi, Matteo
Douek, Philippe
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Hosp Civils Lyon, Louis Pradel Hosp, Dept Cardiovasc & Thorac Radiol, Bron, France
Univ Claude Bernard Lyon 1, Univ Lyon, INSA Lyon, UJM St Etienne,CNRS,Inserm,CREATIS,UMR 5220, Villeurbanne, FranceUniv Claude Bernard Lyon 1, Univ Lyon, INSA Lyon, Villeurbanne, France
机构:
Massachusetts Gen Hosp, Dept Radiol, Imaging Res 3D, Boston, MA 02114 USA
Harvard Univ, Sch Med, Boston, MA 02114 USAMassachusetts Gen Hosp, Dept Radiol, Imaging Res 3D, Boston, MA 02114 USA
Tachibana, Rie
Naeppi, Janne J.
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Massachusetts Gen Hosp, Dept Radiol, Imaging Res 3D, Boston, MA 02114 USA
Harvard Univ, Sch Med, Boston, MA 02114 USAMassachusetts Gen Hosp, Dept Radiol, Imaging Res 3D, Boston, MA 02114 USA
Naeppi, Janne J.
Kim, Se Hyung
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Seoul Natl Univ Hosp, Seoul 110744, South KoreaMassachusetts Gen Hosp, Dept Radiol, Imaging Res 3D, Boston, MA 02114 USA
Kim, Se Hyung
Yoshida, Hiroyuki
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Massachusetts Gen Hosp, Dept Radiol, Imaging Res 3D, Boston, MA 02114 USA
Harvard Univ, Sch Med, Boston, MA 02114 USAMassachusetts Gen Hosp, Dept Radiol, Imaging Res 3D, Boston, MA 02114 USA
Yoshida, Hiroyuki
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