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:
May. 31, 2022

Filed:

Jan. 03, 2019
Applicant:

Siemens Healthcare Gmbh, Erlangen, DE;

Inventors:

Guillaume Daval Frerot, Lawrenceville, NJ (US);

Xiao Chen, Princeton, NJ (US);

Mariappan S. Nadar, Plainsboro, NJ (US);

Peter Speier, Erlangen, DE;

Mathias Nittka, Baiersdorf, DE;

Boris Mailhe, Plainsboro, NJ (US);

Simon Arberet, Princeton, NJ (US);

Assignee:

Siemens Healthcare GmbH, Erlangen, DE;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G01N 33/48 (2006.01); G01R 33/56 (2006.01); G06N 3/08 (2006.01); G01R 33/48 (2006.01);
U.S. Cl.
CPC ...
G01R 33/5608 (2013.01); G01R 33/4818 (2013.01); G01R 33/4828 (2013.01); G06N 3/08 (2013.01);
Abstract

Machine training a network for and use of the machine-trained network are provided for tissue parameter estimation for a magnetic scanner using magnetic resonance fingerprinting. The machine-trained network is trained to both reconstruct a fingerprint image or fingerprint and to estimate values for multiple tissue parameters in magnetic resonance fingerprinting. The reconstruction of the fingerprint image or fingerprint may reduce noise, such as aliasing, allowing for more accurate estimation of the values of the multiple tissue parameters from the under sampled magnetic resonance fingerprinting information.


Find Patent Forward Citations

Loading…