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US Patent 11630985 Method and system for analyzing image

Patent 11630985 was granted and assigned to Lunit Inc. on April, 2023 by the United States Patent and Trademark Office.

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Patent
Patent
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Patent attributes

Patent Applicant
Lunit Inc.
Lunit Inc.
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Current Assignee
Lunit Inc.
Lunit Inc.
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Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
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Patent Number
116309850
Patent Inventor Names
Minje Jang0
Date of Patent
April 18, 2023
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Patent Application Number
166948430
Date Filed
November 25, 2019
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Patent Citations
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US Patent 11100359 Method and system for analyzing image
Patent Primary Examiner
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Sean T Motsinger
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CPC Code
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G06V 10/82
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G06V 10/774
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G06T 7/0012
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G06N 3/08
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G06T 2207/20084
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G06N 3/0454
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G06T 2207/20081
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G06V 10/454
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An image analysis method and an image analysis system are disclosed. The method may include extracting training graphic data including at least one first node corresponding to a plurality of histological features of a training tissue slide image, and at least one first edge defined by a relationship between the histological features The method may also include determining a parameter of a readout function by training a graph neural network (GNN) using the training graphic data and training output data corresponding to the training graphic data. The method may also include extracting inference graphic data including at least one second node corresponding to a plurality of histological features of an inference tissue slide image, and at least one second edge decided by a relationship between the histological features, The method may further include deriving inference output data by the readout function after inputting the inference graphic data to the GNN.

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