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:
Nov. 12, 2019
Filed:
Jan. 11, 2018
Siemens Healthcare Gmbh, Erlangen, DE;
Yifan Wu, Philadelphia, PA (US);
Vivek Kumar Singh, Princeton, NJ (US);
Kai Ma, Princeton, NJ (US);
Terrence Chen, Princeton, NJ (US);
Birgi Tamersoy, Erlangen, DE;
Jiangping Wang, Plainsboro, NJ (US);
Andreas Krauss, Fuerth, DE;
Siemens Healthcare GmbH, Erlangen, DE;
Abstract
A system and method includes operation of a generation network to generate first generated computed tomography data based on a first instance of surface data, determination of a generation loss based on the first generated computed tomography data and on a first instance of computed tomography data which corresponds to the first instance of surface data, operation of a discriminator network to discriminate between the first generated computed tomography data and the first instance of computed tomography data, determination of a discriminator loss based on the discrimination between the first generated computed tomography data and the first instance of computed tomography data, determination of discriminator gradients of the discriminator network based on the discriminator loss, and updating of weights of the generation network based on the generation loss and the discriminator gradients.