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Anatomical noise model for CT head images: preliminary results

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Part of the book series: IFMBE Proceedings ((IFMBE,volume 51))

Abstract

The availability of an anatomical predictive noise model provides new knowledge about the physical factors tradeoff and the quantitative effect of multiple factors over the diagnostic image quality. Here, the anatomical noise was defined as the standard deviation of pixel intensities, contained in a region located at the center of an axial CT pediatric head image. Images were obtained by using an Automatic Exposure Control system. The purpose of this work was to determine the association between the noise on diagnostic images and a noise model based on phantom measurements. The model of anatomical noise obtained has an adequate predictive value, with a correlation coefficient of 0.97 (significance level of 95%) and mean square error of 1.9 × 10− 6.

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© 2015 Springer International Publishing Switzerland

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Miller-Clemente, R.A., Perez-Diaz, M. (2015). Anatomical noise model for CT head images: preliminary results. In: Jaffray, D. (eds) World Congress on Medical Physics and Biomedical Engineering, June 7-12, 2015, Toronto, Canada. IFMBE Proceedings, vol 51. Springer, Cham. https://doi.org/10.1007/978-3-319-19387-8_21

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  • DOI: https://doi.org/10.1007/978-3-319-19387-8_21

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-19386-1

  • Online ISBN: 978-3-319-19387-8

  • eBook Packages: EngineeringEngineering (R0)

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