Characterization of breast tissues in density and effective atomic number basis via spectral X-ray computed tomography
Differentiation of breast tissues is challenging in X-ray imaging because tissues might share similar or even the same linear attenuation coefficients . Spectral computed tomography (CT) allows for more quantitative characterization in terms of tissue density ( ) and effective atomic number ( ) by e...
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Veröffentlicht in: | Physics in medicine & biology 2023-07, Vol.68 (14), p.145019 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | Differentiation of breast tissues is challenging in X-ray imaging because tissues might share similar or even the same linear attenuation coefficients
. Spectral computed tomography (CT) allows for more quantitative characterization in terms of tissue density (
) and effective atomic number (
) by exploiting the energy dependence of
. The objective of this study was to examine the potential of
/
decomposition in spectral breast CT so as to explore the benefits of tissue characterization and improve the diagnostic accuracy of this emerging 3D imaging technique.
In this work, 5 mastectomy samples and a phantom with inserts mimicking breast soft tissues were evaluated in a retrospective study. The samples were imaged at three monochromatic energy levels in the range of 24-38 keV at 5 mGy per scan using a propagation-based phase-contrast setup at SYRMEP beamline at the Italian national synchrotron Elettra.
A custom-made algorithm incorporating CT reconstructions of an arbitrary number of spectral energy channels was developed to extract the density and effective atomic number of adipose, fibro-glandular, pure glandular, tumor, and skin from regions selected by a radiologist.
Preliminary results suggest that, via spectral CT, it is possible to enhance tissue differentiation. It was found that adipose, fibro-glandular and tumorous tissues have average effective atomic numbers (5.94 ± 0.09, 7.03 ± 0.012, and 7.40 ± 0.10) and densities (0.90 ± 0.02, 0.96 ± 0.02, and 1.07 ± 0.03 g cm
) and can be better distinguished if both quantitative values are observed together. |
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ISSN: | 0031-9155 1361-6560 |
DOI: | 10.1088/1361-6560/acdbb6 |