Article ; Online: Correction for X-ray Scatter and Detector Crosstalk in Dark-field Radiography.
IEEE transactions on medical imaging
2024 Volume PP
Abstract: Dark-field radiography, a new X-ray imaging method, has recently been applied to human chest imaging for the first time. It employs conventional X-ray devices in combination with a Talbot-Lau interferometer with a large field of view, providing both ... ...
Abstract | Dark-field radiography, a new X-ray imaging method, has recently been applied to human chest imaging for the first time. It employs conventional X-ray devices in combination with a Talbot-Lau interferometer with a large field of view, providing both attenuation and dark-field radiographs. It is well known that sample scatter creates artifacts in both modalities. Here, we demonstrate that also X-ray scatter generated by the interferometer as well as detector crosstalk create artifacts in the dark-field radiographs, in addition to the expected loss of spatial resolution. We propose deconvolution-based correction methods for the induced artifacts. The kernel for detector crosstalk is measured and fitted to a model, while the kernel for scatter from the analyzer grating is calculated by a Monte-Carlo simulation. To correct for scatter from the sample, we adapt an algorithm used for scatter correction in conventional radiography. We validate the obtained corrections with a water phantom. Finally, we show the impact of detector crosstalk, scatter from the analyzer grating and scatter from the sample and their successful correction on dark-field images of a human thorax. |
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Language | English |
Publishing date | 2024-03-07 |
Publishing country | United States |
Document type | Journal Article |
ZDB-ID | 622531-7 |
ISSN | 1558-254X ; 0278-0062 |
ISSN (online) | 1558-254X |
ISSN | 0278-0062 |
DOI | 10.1109/TMI.2024.3374974 |
Database | MEDical Literature Analysis and Retrieval System OnLINE |
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