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:
Jun. 04, 2024

Filed:

Mar. 31, 2021
Applicant:

Eko.ai Pte. Ltd., Singapore, SG;

Inventors:

James Otis Hare, II, Singapore, SG;

Su Ping Carolyn Lam, Singapore, SG;

Yoran Hummel, Zuidlaren, NL;

Mathias Iversen, Singapore, SG;

Andrie Ochtman, Singapore, SG;

Assignee:

EKO.AI PTE. LTD., Singapore, SG;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/045 (2023.01); A61B 8/00 (2006.01); A61B 8/14 (2006.01); G06N 3/08 (2023.01); G16H 30/20 (2018.01); G16H 30/40 (2018.01); G16H 40/63 (2018.01); G16H 70/20 (2018.01);
U.S. Cl.
CPC ...
G06N 3/045 (2023.01); A61B 8/14 (2013.01); A61B 8/4245 (2013.01); A61B 8/463 (2013.01); G06N 3/08 (2013.01); G16H 30/20 (2018.01); G16H 30/40 (2018.01); G16H 40/63 (2018.01); G16H 70/20 (2018.01);
Abstract

Artificial intelligence (AI)-based guidance for an ultrasound device to improve capture of echo image views comprises receiving a plurality of the echo images captured by a probe of the ultrasound device, the ultrasound device including a display and a user interface (UI) that displays the echo images to a user. One or more neural networks process the echo images to continuously attempt to automatically classify the echo images by view type and generates corresponding classification confidence scores. The view type of the echo images are simultaneously displayed in the UI along with the echo images. Feedback indications are displayed in the UI of the ultrasound device to the user, where the feedback indications include which directions to move the probe of the ultrasound device so the probe can be placed in a correct position to capture and successfully classify the echo images.


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