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:
Aug. 07, 2018
Filed:
May. 26, 2017
Siemens Healthcare Gmbh, Erlangen, DE;
Benjamin L. Odry, West New York, NJ (US);
Boris Mailhe, Plainsboro, NJ (US);
Hasan Ertan Cetingul, Fulton, MD (US);
Xiao Chen, Princeton, NJ (US);
Mariappan S. Nadar, Plainsboro, NJ (US);
Siemens Healthcare GmbH, Erlangen, DE;
Abstract
For image quality scoring of an image from a medical scanner, a generative model of an expected good quality image may be created using deep machine-learning. The deviation of an input image from the generative model is used as an input feature vector for a discriminative model. The discriminative model may also operate on another input feature vector derived from the input image. Based on these input feature vectors, the discriminative model outputs an image quality score.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile