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Deep learning-based extended field of view computed tomography image reconstruction: influence of network design on image estimation outside the scan field of view

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The problem of data truncation in Computed Tomography (CT) is caused by the missing data when the patient exceeds the Scan Field of View (SFOV) of a CT scanner. The reconstruction of a truncated scan produces severe truncation artifacts both inside and outside... ...