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:
Jan. 03, 2023

Filed:

Sep. 30, 2019
Applicants:

GE Precision Healthcare Llc, Milwaukee, WI (US);

Partners Healthcare System, Inc., Boston, MA (US);

The General Hospital Corporation, Boston, MA (US);

The Brigham and Women's Hospital, Inc., Boston, MA (US);

Inventors:

John Francis Kalafut, Pittsburgh, PA (US);

Bernardo Bizzo, Boston, MA (US);

Stefano Pedemonte, Boston, MA (US);

Christopher Bridge, Cambridge, MA (US);

Neil Tenenholtz, Boston, MA (US);

Ramon Gilberto Gonzalez, Boston, MA (US);

Assignees:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G16H 50/20 (2018.01); G16H 30/40 (2018.01); G16H 15/00 (2018.01); G16H 30/20 (2018.01); G06N 3/08 (2006.01); G06T 7/00 (2017.01); G06N 3/04 (2006.01);
U.S. Cl.
CPC ...
G16H 50/20 (2018.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); G06T 7/0012 (2013.01); G16H 15/00 (2018.01); G16H 30/20 (2018.01); G16H 30/40 (2018.01); G06T 2207/10088 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30016 (2013.01);
Abstract

Systems and techniques for generating and/or employing a medical imaging stroke model are presented. In one example, a system employs a convolutional neural network to generate output data regarding a brain anatomical region based on diffusion-weighted imaging (DWI) data associated with the brain anatomical region and apparent diffusion coefficient (ADC) data associated with the brain anatomical region. The system also detects presence or absence of a medical stroke condition associated with the brain anatomical region based on the output data.


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