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 Fire pit (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

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Novel Use of Scanning Methods to Investigate the Performance of Screw Connections in Timber-Concrete Composite Structures

This paper investigates the shear force capacity, stiffness, and effective length of the connection screws in timber-concrete composite structures.Ten samples (six hardwood and four softwood) were fabricated with the connection screws installed at different angles through the interface.The shear force capacities and the global stiffness characteris

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Optimization of the Brass Melting

The article describes the optimization of the melting brass.Brasses, as one of the most popular alloys of copper, deserve special attention in the context of the processes of melting, which in turn would provide not only products of better quality, but also reduce the cost of their production or refining.For this purpose, several studies carried ou

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Une affaire de générations : la construction d’un entre-soi à l’épreuve de la mixité intergénérationnelle.

Depuis les années 2000 en France, un nouveau type d’environnement résidentiel sécurisé (et souvent fermé mais pas de façon systématique) se développe, incarné par les multiples figures du village senior.Ce phénomène soulève l’hypothèse d’une transposition d’un modèle d’entre-soi générationnel des États-Unis, où, dès les

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THE DIAGRAM OF MOODS: THEORY AND REALITY

The article studies the issue of identifying business market value in deals on merges and acquisitions, which is connected with identifying the discount rate by using the method of cash flows discounting.During the post-crisis period after 2009 not only Russian Coat value analysts but also overseas ones have been facing this problem.Only now we can

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