X-RAY CT APPARATUS AND HIGH-QUALITY IMAGE GENERATION DEVICE

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United States of America Patent

APP PUB NO 20230363724A1
SERIAL NO

18144281

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Provided is an X-ray CT apparatus including a learned model generated by acquiring one or more learning data sets from one imaging without increasing exposure of a subject, and performing machine learning using the acquired learning set. The learned model is a model after learning in which a low-quality image is input data and a high-quality image is training data. The low-quality image and the high-quality image are obtained based on the same learning measurement data or learning projection data obtained by logarithmically converting the learning measurement data. The low-quality image is a CT image reconstructed from partial data obtained by dividing the learning measurement data or the learning projection data, and the high-quality image is a CT image obtained by reconstructing the learning projection data.

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Patent Owner(s)

Patent OwnerAddress
FUJIFILM CORPORATIONTOKYO

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Goto, Taiga Chiba, JP 54 661
Kobayashi, Kana Chiba, JP 10 2

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