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:
Oct. 04, 2016
Filed:
Jul. 27, 2015
Applicant:
Impac Medical Systems, Inc., Sunnyvale, CA (US);
Inventor:
Xiao Han, Chesterfield, MO (US);
Assignee:
IMPAC MEDICAL SYSTEMS, INC., Sunnyvale, CA (US);
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2006.01); G06K 9/34 (2006.01); G06T 7/00 (2006.01);
U.S. Cl.
CPC ...
G06K 9/34 (2013.01); G06K 9/6292 (2013.01); G06T 7/0014 (2013.01); G06T 7/0081 (2013.01); G06T 7/0083 (2013.01); G06T 7/0087 (2013.01); G06T 7/0097 (2013.01); G06T 2207/10081 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20128 (2013.01);
Abstract
Disclosed herein are techniques for enhancing the accuracy of atlas-based auto-segmentation (ABAS) using an automated structure classifier that was trained using a machine learning algorithm. Also disclosed is a technique for training the automated structure classifier using atlas data applied to the machine learning algorithm.