CONTINUAL-LEARNING AND TRANSFER-LEARNING BASED ON-SITE ADAPTATION OF IMAGE CLASSIFICATION AND OBJECT LOCALIZATION MODULES
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United States of America Patent
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Issued Date -
Feb 1, 2024
app pub date -
Dec 18, 2021
filing date -
Dec 18, 2020
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Abstract
A system and method for training a machine learning module to provide classification and localization information for an image study. The method includes receiving a current image study. The method includes applying the machine learning module to the current image study to generate a classification result including a prediction for one or more class labels for the current image study using User Interface 104 a classification module of the machine learning module. The method includes receiving, via a user interface, a user input indicating a spatial location corresponding to a predicted class label. The method includes training a localization module of the machine learning module using the user input indicating the spatial location corresponding to the predicted class label.
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