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. 17, 2025

Filed:

Jul. 22, 2019
Applicant:

Koninklijke Philips N.v., Eindhoven, NL;

Inventors:

Hua Xie, Cambridge, MA (US);

Christine Menking Swisher, San Diego, CA (US);

Claudia Errico, Cambridge, MA (US);

Vijay Thakur Shamdasani, Kenmore, WA (US);

Yinhui Deng, Shanghai, CN;

Assignee:

KONINKLIJKE PHILIPS N.V., Eindhoven, NL;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
A61B 8/08 (2006.01); A61B 8/00 (2006.01); A61B 8/14 (2006.01); G06N 3/04 (2023.01); G06N 3/08 (2023.01); G06T 7/10 (2017.01); G16H 30/40 (2018.01); G16H 50/20 (2018.01);
U.S. Cl.
CPC ...
A61B 8/085 (2013.01); A61B 8/14 (2013.01); A61B 8/463 (2013.01); A61B 8/469 (2013.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); G06T 7/10 (2017.01); G16H 30/40 (2018.01); G16H 50/20 (2018.01); G06T 2207/10132 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30056 (2013.01); G06T 2207/30084 (2013.01);
Abstract

The present disclosure describes ultrasound imaging systems and methods for ultrasonically inspecting biological tissue, such as liver and for automatically identifying and acquiring a view suitable for hepatic-renal echo-intensity ratio quantification, using one or more neural networks, which may be trained to perform image classification, segmentation, or a combination thereof to compute a confidence metric and to provide a recommendation for measurement ROIs placement on the image.


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