Sample Composition: High-Z Materials
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High-Z materials and their interaction with X-rays
If a sample has dense concentrations of high atomic number (high-Z) material, it can be difficult or even impossible to generate a useful microCT image. As stated before, the higher the atomic number and/or density of the material, the more x-rays are attenuated through the sample. This characteristic of X-rays can cause a variety of issues for the quality of microCT data. These issues are listed below with possible solutions to mitigate the risk of degraded or failed image collection.
- Photon Starvation
- All the x-rays can be attenuated by the sample if it is dense enough or the atomic number of the material is high enough. If no x-rays pass through the sample, the detector will not have information to provide to the 3D reconstruction algorithm over that x-ray path. This is called photon starvation and will cause large streaking and shadow artifacts in the reconstructed image.
- X-ray Scattering
- X-ray scattering is highly dependent on the sample and scanning parameters. At higher X-ray energies, X-ray scattering becomes more relevant and can cause a number of issues in reconstructed images. The primary effect is the increase noise within the image and the propagation of some streaking artifacts around highly attenuating areas.
- Beam Hardening
- Beam hardening is one of the most prevalent image artifacts of polychromatic X-ray sources. A polychromatic beam by definition has a distribution of X-ray energies and this distribution can change as it propagates through the sample and gets attenuated. Generally, the low energy X-rays get attenuated first which leads to a "harder" beam or a beam that has shifted to a higher energy spectrum. This shift in energy through the sample causes a cupping effect in the reconstructed image where the brightness (i.e. attenuation) of the sample is artificially higher near the outside edges of the sample.
Possible Solutions:
- The most efficient way to compensate for high-Z materials is usually to increase the scanning energy. Due to the nature of X-rays, higher energy X-rays interact less with matter and therefore more x-rays will pass through the sample and potentially reach the detector. This will help with photon starvation, but increase x-ray scattering and beam hardening effects.
- When increasing scanning energy, it is also usually best to also put a larger in-line filter on the X-ray source to reduce the low energy X-rays that are being readily attenuated by the sample and providing minimal benefit to image quality. This will help the issue of beam hardening at the expense of temporal resolution.
- Many of the problems of high-Z materials can be mitigated during the reconstruction of the microCT dataset. Many reconstruction algorithms include corrections for beam hardening and x-ray scattering. These are usually effective when other physical countermeasures cannot be used.
- If all else fails there are usually two less ideal options:
- Reconsider the preparation of the sample. This usually means that the diameter of the sample needs to be reduced so that the X-rays beam can fully penetrate the sample.
- Use a different CT system or imaging technology. High concentrations of high-Z materials can be difficult to manage for many conventional microCT systems. Some industrial CT systems might have a better chance of getting usable data, usually at the cost of image resolution. Or other imaging technologies may need to be used for the sample, for example neutron imaging.
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