Accelerated iterative image reconstruction for cone-beam computed tomography through Big Data frameworks

Future Generation Computer Systems(2020)

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摘要
One of the latest trends in Computed Tomography (CT) is the reduction of the radiation dose delivered to patients through the decrease of the amount of acquired data. This reduction results in artifacts in the final images if conventional reconstruction methods are used, making it advisable to employ iterative algorithms to enhance image quality. Most approaches are built around two main operators, backprojection and projection, which are computationally expensive.
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关键词
Apache Spark,GPU,Medical image processing,Computed tomography,Iterative reconstruction algorithms
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