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.
AI classification
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.