A method for metal artifacts reduction using virtual dual-energy CT images generated from single energy CT scans

摘要

A new method to remove metal artifacts utilizing virtual dual-energy CT image sets generated from monoenergetic CTimages and dual-energy CT subtraction is presented in this work. CT images were derived from Optima CT580 (GeneralElectric Company, Fairfield, Connecticut, USA). Optimized conversion model from CT numbers to linear attenuationcoefficients (LAC) was applied to calculate an accurate LAC map at specific energy. According to mass attenuationcoefficients (MAC) of base materials from the National Institute of Standards and Technology (NIST), a LAC map atanother higher energy was obtained, and then a set of CT images was derived from the LAC map, which is at different buta known energy. Then, dual-energy subtraction was applied to remove metal artifacts. Results: Between the CT image setsof virtual high energy and the original, there is no significant difference in STD (standard deviation) (no more than 1.91%),while Merror (a parameter for quantification of the CT value differences between two images at the same position) variesfrom 58.83 to 101.6442. CNRs (Contrast-noise-ratio) in dual-energy subtracted CT images are 1.9% higher than those inthe CT images processed by polar coordinate transformation. Conclusions: The Dual-energy subtraction is proved to be abetter method for reduction of metal artifacts than the polar coordinate transformation scheme. Moreover, the dual-energysubtraction method is based on the reconstructed CT images obtained with a single energy CT scanner, which is moreconvenient for users not having access to the projection data.