BLOOD FLOW FIELD ESTIMATION APPARATUS, LEARNING APPARATUS, BLOOD FLOW FIELD ESTIMATION METHOD, AND PROGRAM
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United States of America Patent
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Issued Date -
Feb 16, 2023
app pub date -
Feb 22, 2021
filing date -
Feb 22, 2021
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Abstract
A blood flow field estimation apparatus is provided, including an estimation unit that uses a learned model obtained in advance by performing machine learning to learn a relationship between organ tissue three-dimensional structure data including image data of a plurality of organ cross-sectional images serving as cross-sectional images of an organ and having each pixel provided with two or more bit depths and image position information serving as information indicating a position of an image reflected on each of the organ cross-sectional images in the organ, and a blood flow field in the organ, and estimates the blood flow field in the organ of an estimation target, based on the organ tissue three-dimensional structure data of the organ of the estimation target, and an output unit that outputs an estimation result of the estimation unit.
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