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:
Mar. 30, 2021
Filed:
Nov. 15, 2018
General Electric Company, Schenectady, NY (US);
Jed Douglas Pack, Glenville, NY (US);
Peter Michael Edic, Albany, NY (US);
Xin Wang, Clifton Park, NY (US);
Xia Li, Niskayuna, NY (US);
Prem Venugopal, Clifton Park, NY (US);
James Vradenburg Miller, Clifton Park, NY (US);
General Electric Company, Schenectady, NY (US);
Abstract
The present disclosure relates to training one or more neural networks for vascular vessel assessment using synthetic image data for which ground-truth data is known. In certain implementations, the synthetic image data may be based in part, or derived from, clinical image data for which ground-truth data is not known or available. Neural networks trained in this manner may be used to perform one or more of vessel segmentation, decalcification, Hounsfield unit scoring, and/or estimation of a hemodynamic parameter.