X-Ray CT vs Projection X-Ray

Introduction

• CAT: Computed Axial Tomography, same as a CT

Scanner Generations

• First generation CT scanner

  • One detector

  • Pencil-like x-ray beam

  • Translate/rotate movements

  • Usually lasted 25-30min

• Second generation CT scanner

  • 2-30 detectors

  • Fan-shaped x-ray beam

  • Translate/rotate movements

  • Lasted less than 90 seconds

• Third generation CT scanner

  • 288 sometimes over 1k scanners

  • Fan-shaped x-ray beam

  • Rotate-rotate movement

  • Lasted only 5 seconds

• Fourth generation CT scanner

  • More than 2k scanners

  • Fan-shaped x-ray beam

  • Rotate-fixed

  • Lasted only a few seconds

• Spiral CT

  • Spiral x-ray rube and detector around the patient

    • 

  • Uses slip ring technology, brushes along the fixed part of the machine so that cables wouldn’t get wound up in the CT

    Data Measurement

  • The projection function sums the attenuation of the X-ray beam along line t in the s-direction
    (perpendicular to the axis t).

  • The one-dimensional Fourier Transform of the projection function at an angle θ , ( ) P t θ , can be
    written as

  • 

  • If we take these projections at many angles, then we can get the 2D Fourier transform of the projections at many such lines inclined at various angles. If the number of angles is large enough, we will get many lines of 2D Fourier transforms of the object.

  • The most commonly used algorithm for actually reconstructing a medical image from projection data is the filtered backprojection algorithm

  • the magnitude of the filter increases with frequency (compensates for lack of data)

  • More projections yields an increase in the accurately of the reconstructed image (but it can increase radiation delivered to the patient)

  • The conventional way to image a 3D object is to use a 2D reconstruction algorithm on successive
    planes, and stacking the planes. A more efficient method is to illuminate the object from a point
    source, and the X-ray flux is measured on a plane.

    • Cone Beam reconstruction: illuminate the object from a point source, and the X-ray flux is measured on a plane to create a 3D image

  • Measure signal intensity and convert to attenuation

    • Line integram: integral of mu as a function of time (negative natural log of I over I0)

  Sinogram

• Forward projection: Generate the singogram from all line integrals stacked as a attenuation vs projection angel

• The sinogram is a x’-Φplot of the projection data PΦ (X’)

  • 0 to 180 degrees

  • Depicts how object(s) appear when viewed from different angles

  • Shows the shadows an object makes on the detector at an angle Φ

  • Shows the attenuation profile of the object at angle Φ

  • Shows the line integral at angle Φ

  • Can be used to estimate internal object structure (location, size, etc.)

CT Image Reconstruction

• Filters are used (convolution kernels) to smooth the attentuation profiile

• More angles means more clear determining of objects in an image

  • 

• The image produced is an array of density values

  • 2D image is a 2D density matrix

  • 3D image is a 3D density matrix

  • Matrix is numbers in Hounsfield units

• Hounsfield units: Values calculated to represent the attenuation of differed substance of a diagnostic image

  • HU = 1000 x (initial mu - mu of water all divided by mu of water)

  • The HU of water is zero

• CT number is proportional to physical density, which produces contrast between different tissue types