The effect of different image reconstruction techniques on pre-clinical quantitative imaging and dual-energy CT
2019
Objective:To analyse the effect of different image reconstruction techniques on image quality and dual energy CT (DECT) imaging metrics.Methods:A software platform for pre-clinical cone beam CT X-ray image reconstruction was built using the open-source reconstruction toolkit. Pre-processed projections were reconstructed with filtered back-projection and iterative algorithms, namely Feldkamp, Davis, and Kress (FDK), Iterative FDK, simultaneous algebraic reconstruction technique (SART), simultaneous iterative reconstruction technique and conjugate gradient. Imaging metrics were quantitatively assessed, using a quality assurance phantom, and DECT analysis was performed to determine the influence of each reconstruction technique on the relative electron density (ρe) and effective atomic number (Zeff) values.Results:Iterative reconstruction had favourable results for the DECT analysis: a significantly smaller spread for each material in the ρe-Zeff space and lower Zeff and ρe residuals (on average 24 and 25% l...
Keywords:
- Simultaneous Algebraic Reconstruction Technique
- Iterative reconstruction
- Radiology
- Imaging phantom
- Effective atomic number
- Image quality
- Computer vision
- Medicine
- Conjugate gradient method
- Artificial intelligence
- quantitative imaging
- dual energy ct
- Software
- cone beam ct
- Digital Enhanced Cordless Telecommunications
- Nuclear medicine
- Brachytherapy
- Correction
- Source
- Cite
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