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:
Feb. 20, 2024

Filed:

May. 01, 2019
Applicant:

Koninklijke Philips N.v., Eindhoven, NL;

Inventors:

Faik Can Meral, Mansfield, MA (US);

Shyam Bharat, Arlington, MA (US);

Ramon Quido Erkamp, Swampscott, MA (US);

Assignee:

KONINKLIJKE PHILIPS N.V., Eindhoven, NL;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
A61B 8/00 (2006.01); A61B 8/08 (2006.01); G16H 30/40 (2018.01); G16H 40/63 (2018.01); G06N 3/08 (2023.01); G06N 3/04 (2023.01); G06N 3/044 (2023.01);
U.S. Cl.
CPC ...
A61B 8/54 (2013.01); A61B 8/085 (2013.01); A61B 8/0808 (2013.01); A61B 8/0891 (2013.01); A61B 8/463 (2013.01); A61B 8/469 (2013.01); A61B 8/5261 (2013.01); G06N 3/044 (2023.01); G06N 3/08 (2013.01); G16H 30/40 (2018.01); G16H 40/63 (2018.01);
Abstract

An ultrasound (US) system () includes a US scanner () and a US probe () operatively connected to the US scanner. At least one electronic processor () is programmed to: control the US scanner and US probe to acquire a series of preoperative images of a tumor and surrounding blood vessels in a region of interest (ROI) of a patient; provide a graphical user interface (GUI) () via which the acquired preoperative images are labeled with contours of the tumor and the surrounding blood vessels in the ROI; tune a trained neural network () for the patient using the labeled preoperative images to generate a patient-tuned trained neural network; perform live imaging by controlling the US scanner and US probe to acquire live images of the tumor and the surrounding blood vessels in the ROI of the patient; input the live images to the patient-tuned trained NN to output live contours of the tumor and the surrounding blood vessels; and control a display device () to display the live images with the live contours superimposed.


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