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.
Patent No.:
Date of Patent:
Feb. 21, 2023
Filed:
Mar. 18, 2019
Applicant:
General Electric Company, Schenectady, NY (US);
Inventors:
Jhimli Mitra, Niskayuna, NY (US);
Luca Marinelli, Schenectady, NY (US);
Asha Singanamalli, Glenville, NY (US);
Assignee:
General Electric Company, Schenectady, NY (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2022.01); A61B 5/02 (2006.01); G06N 3/088 (2023.01); A61B 8/08 (2006.01); A61B 5/00 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
A61B 5/02042 (2013.01); A61B 5/7282 (2013.01); A61B 8/488 (2013.01); G06N 3/088 (2013.01); G06N 20/00 (2019.01);
Abstract
In accordance with the present disclosure, deep-learning techniques are employed to find anomalies corresponding to bleed events. By way of example, a deep convolutional neural network or combination of such networks may be trained to determine the location of a bleed event, such as an internal bleed event, based on ultrasound data acquired at one or more locations on a patient anatomy. Such a technique may be useful in non-clinical settings.