Method for classifying fundus image of subject and device using same
AssigneeVUNO Inc.
InventorsSang Keun Kim, Hyun-Jun Kim, Kyuhwan Jung, Jae Min Son
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Abstract
The present invention relates to a method for classifying a fundus image and a device using same. Specifically, according to the method of the present invention, a computing device acquires a fundus image of a subject, generates classification information of the fundus image, generates an interpretation text on the basis of the classification information, and provides the interpretation text to an external entity.
Claims17
A method of classifying an image using a deep neural network, the method comprising:
- acquiring, by a computing apparatus, the image;
- generating, by a computing apparatus, classification information of the image based on the deep neural network;
- and
- providing, by a computing apparatus, the classification information to an external entity,
- wherein the classification information comprises a classification to which the image belongs and an activation map generated based on information of individual findings in the image related to the classification, and
- wherein the activation map includes visualization information indicating at least one location related to the individual findings in the image.
A computing apparatus for classifying an image using a deep neural network, the computing apparatus comprising:
- a communicator configured to acquire the image;
- and
- a processor configured to perform a process of generating classification information of the image based on the deep neural network and a process of providing the classification information to an external entity,
- wherein the classification information comprises a classification to which the image belongs and an activation map generated based on information of individual findings in the image related to the classification, and
- wherein the activation map includes visualization information indicating at least one location related to the individual findings in the image.
Dependencies are inferred from the claim text.