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. 18, 2020
Filed:
Jan. 10, 2018
Applicant:
Siemens Healthcare Gmbh, Erlangen, DE;
Inventors:
Vivek Kumar Singh, Princeton, NJ (US);
Klaus J. Kirchberg, Plainsboro, NJ (US);
Kai Ma, Princeton, NJ (US);
Yao-jen Chang, Princeton, NJ (US);
Terrence Chen, Princeton, NJ (US);
Assignee:
Siemens Healthcare GmbH, Erlangen, DE;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2006.01); G16H 40/40 (2018.01); G06N 3/08 (2006.01); G06K 9/00 (2006.01); G06T 7/593 (2017.01); G06T 17/20 (2006.01); A61B 6/00 (2006.01);
U.S. Cl.
CPC ...
G06K 9/6256 (2013.01); A61B 6/54 (2013.01); G06K 9/00671 (2013.01); G06N 3/08 (2013.01); G06T 7/593 (2017.01); G06T 17/20 (2013.01); G16H 40/40 (2018.01); G06T 2207/10028 (2013.01); G06T 2207/20081 (2013.01); G06T 2210/61 (2013.01);
Abstract
A method for training a learning-based medical scanner including (a) obtaining training data from demonstrations of scanning sequences, and (b) learning the medical scanner's control policies using deep reinforcement learning framework based on the training data.