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A combined analytical and Monte Carlo method for detailed simulations of antiscatter grids in x-ray medical imaging: implementing scatter within the grid.

Rodrigo Trevisan MasseraHilde BosmansSunay Rodriguez PerezNicholas W Marshall
Published in: Physics in medicine and biology (2024)
for the hybrid method and quadric grid, while for the hybrid method and experimental measurements these values were 1% and 20%. Antiscatter grids with aluminium as interspace material had the highest amount of scatter from inside the grid to the final image, followed up by paper fibre and air. The high resolution image of the grid was equivalent using the quadric geometry or the hybrid mode.
Significance: The hybrid method provides a means of studying scattered radiation from the antiscatter grid with the advantage of higher performance, with results that are consistent with a full quadric geometry simulation of the ASG.&#xD.
Keyphrases
  • monte carlo
  • high resolution
  • deep learning
  • healthcare
  • computed tomography
  • radiation induced
  • machine learning