MACHINE LEARNING MODEL, PROGRAM, ULTRASOUND DIAGNOSTIC APPARATUS, ULTRASOUND DIAGNOSTIC SYSTEM, IMAGE PROCESSING APPARATUS, AND TRAINING APPARATUS
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United States of America Patent
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Sep 19, 2024
app pub date -
Mar 12, 2024
filing date -
Mar 13, 2023
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Abstract
Techniques for efficiently generating time-varying image data for use in training a machine learning model are disclosed. An aspect of the present disclosure relates to a machine learning model trained using training data that includes at least one piece of training time-varying image data of second time-varying image data and third time-varying image data, the second time-varying image data being obtained by standardizing first time-varying image data in a time direction, the first time-varying image data being based on a reception signal for image generation received by an ultrasound probe, third time-varying image data being based on the second time-varying image data, and, and ground truth data including a detection target corresponding to the at least one piece of training time-varying image data.
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