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IEEE Trans Med Imaging ; 43(7): 2646-2656, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-38451749

RESUMEN

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.


Asunto(s)
Algoritmos , Artefactos , Fantasmas de Imagen , Dispersión de Radiación , Humanos , Método de Montecarlo , Radiografía Torácica/métodos , Procesamiento de Imagen Asistido por Computador/métodos , Interferometría/métodos , Interferometría/instrumentación , Rayos X
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