AI Article Synopsis

  • - Screening mammography has reduced breast cancer mortality, but many women still face unnecessary follow-ups due to unclear diagnoses, especially in the context of dense breast tissue which complicates image quality.
  • - Phase-contrast imaging can significantly enhance image quality by improving spatial resolution and contrast-to-noise ratio (CNR), while also reducing radiation dose by up to 20%.
  • - The study showed that this advanced imaging technique offers better diagnostic capabilities, evidenced by higher resolution and CNR in mammograms taken with monochromatic radiation compared to standard methods.

Article Abstract

Although the mortality rate of breast cancer was reduced with the introduction of screening mammography, many women undergo unnecessary subsequent examinations due to inconclusive diagnoses. Superposition of anatomical structures especially within dense breasts in conjunction with the inherently low soft tissue contrast of absorption images compromises image quality. This can be overcome by phase-contrast imaging. We analyze the spatial resolution of grating-based multimodal mammography using a mammographic phantom and one freshly dissected mastectomy specimen at an inverse Compton x-ray source. Here, the focus was on estimating the spatial resolution with the sample in the beam path and discussing benefits and drawbacks of the method used and the estimation of the mean glandular dose. Finally, the possibility of improving the spatial resolution is investigated by comparing monochromatic grating-based mammography with the standard one. The spatial resolution is constant or also higher for the image acquired with monochromatic radiation and the contrast-to-noise ratio (CNR) is higher in our approach while the dose can be reduced by up to 20%. In summary, phase-contrast imaging helps to improve tumor detection by advanced diagnostic image quality. We demonstrate a higher spatial resolution for one mastectomy specimen and increased CNR at an equal or lower dose for the monochromatic measurements.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7175026PMC
http://dx.doi.org/10.1117/1.JMI.7.2.023505DOI Listing

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