METAL ARTIFACT REDUCTION IN KV CT IMAGES THROUGHOUT TWO-STEP SEQUENTIAL DEEP CONVOLUTIONAL NEURAL NETWORKS BY COMBINING MULTI-MODAL IMAGING (MARTIAN)

Metal artifact reduction in kV CT images throughout two-step sequential deep convolutional neural networks by combining multi-modal imaging (MARTIAN)

Abstract This work attempted to construct a new metal artifact reduction (MAR) framework in kilo-voltage (kV) computed tomography (CT) images by combining (1) deep learning and (2) multi-modal imaging, defined as MARTIAN (Metal Artifact Reduction throughout Two-step sequentIAl deep convolutional neural Networks).Most CNNs under supervised learning

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