The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Nov. 12, 2024

Filed:

May. 06, 2022
Applicant:

Otonexus Medical Technologies, Inc., Bellevue, WA (US);

Inventors:

Charlie Corredor, Seattle, WA (US);

Mark A Moehring, Seattle, WA (US);

Caitlin Cameron, Mercer Island, WA (US);

George A. Gates, Seattle, WA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
A61B 1/00 (2006.01); G06F 18/23213 (2023.01); G06F 18/24 (2023.01); G06N 3/088 (2023.01); G06N 20/10 (2019.01); G06T 7/00 (2017.01); G06V 40/00 (2022.01);
U.S. Cl.
CPC ...
A61B 1/000096 (2022.02); G06F 18/23213 (2023.01); G06F 18/24 (2023.01); G06N 3/088 (2013.01); G06N 20/10 (2019.01); G06T 7/0012 (2013.01); G06V 40/00 (2022.01); G06T 2207/10048 (2013.01); G06T 2207/10101 (2013.01); G06T 2207/10132 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01);
Abstract

Disclosed herein are systems and methods for classifying a tympanic membrane by using a classifier. The classifier is a machine learning algorithm. A method for classifying a tympanic membrane includes steps of: receiving, from an interrogation system, one or more datasets relating to the tympanic membrane; determining a set of parameters from the one or more datasets, wherein at least one parameter of the set of parameters is related to a dynamic property or a static position of the tympanic membrane; and outputting a classification of the tympanic membrane based on a classifier model derived from the set of parameters. The classification comprises one or more of a state, a condition, or a mobility metric of the tympanic membrane.


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