Method and Apparatus for Measuring Endolymphatic Hydrops Ratio of Inner Ear Organ Using Artificial Neural Network

Patent №

US 11,615,604

Granted

2023-03-28

Filed 2021

Owner

SAMSUNG LIFE PUBLIC WELFARE FOUNDATION

Lab

AI components

2

ml · vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17211371

Provided are a method and an apparatus for measuring an endolymphatic hydrops ratio of inner ear organs using an artificial neural network. The method of measuring an endolymphatic hydrops ratio includes obtaining a plurality of frame images obtained by capturing inner ear organs, obtaining a plurality of pieces of mask data corresponding to each of the plurality of frame images by inputting the plurality of frame images into a neural network, clustering the plurality of pieces of mask data according to the inner ear organs and obtaining representative images according to the inner ear organs according to certain conditions, and overlapping a target image synthesized by using the plurality of frame images and the representative images according to the inner ear organs so as to measure an endolymphatic hydrops ratio.

Machine learningVisionG06V 10/25A61B 1/227A61B 5/0042A61B 5/4005A61B 5/4875A61B 5/7264A61B 5/7271G06N 3/045+8 more

AI classification

Vision1.00
Machine learning1.00
AI hardware0.11
Knowledge representation0.10
Natural language0.01
Speech0.00
Planning0.00
Evolutionary computation0.00

Ownership

SAMSUNG LIFE PUBLIC WELFARE FOUNDATION

assignment · 557040589

Assignors

CHUNG, WON-HO, CHO, BAEK HWAN, CHO, YOUNG SANG, PARK, CHAE JUNG

On an employer assignment, the assignors are typically the inventors.

From the same owner

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