Method and Apparatus for Training Generative Model for 3D Consistent Medical Volume Data
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United States of America Patent
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Issued Date -
Sep 12, 2024
app pub date -
Jun 23, 2023
filing date -
Mar 6, 2023
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Abstract
A method for training a 3D space consistent medical volume data generative model is provided, which is performed by one or more processors and which includes generating a synthetic volume data using a generator network, receiving real volume data, generating a plurality of 2D images based on the synthetic volume data and the real volume data, discriminating whether each of the plurality of generated 2D images is real or fake by using a plurality of discriminator networks, and updating the generator network based on discrimination results of the plurality of discriminator networks.
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