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:
Dec. 12, 2023
Filed:
Dec. 02, 2019
Applicant:
Agfa NV, Mortsel, BE;
Inventor:
Eva Vandersmissen, Mortsel, BE;
Assignee:
Agfa NV, Mortsel, BE;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/00 (2017.01); G06N 3/08 (2023.01); G06T 7/12 (2017.01); G06T 7/143 (2017.01); G06V 10/94 (2022.01); G06V 10/25 (2022.01); G06V 10/75 (2022.01); G06V 10/764 (2022.01); G06V 10/776 (2022.01); G06V 10/80 (2022.01); G06V 10/82 (2022.01); G06V 10/48 (2022.01); G06V 10/26 (2022.01); G06V 10/46 (2022.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06T 7/12 (2017.01); G06T 7/143 (2017.01); G06V 10/25 (2022.01); G06V 10/26 (2022.01); G06V 10/46 (2022.01); G06V 10/48 (2022.01); G06V 10/757 (2022.01); G06V 10/764 (2022.01); G06V 10/776 (2022.01); G06V 10/809 (2022.01); G06V 10/82 (2022.01); G06V 10/95 (2022.01); G06T 2207/10116 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06V 2201/033 (2022.01);
Abstract
This invention is related to a method to improve the performance of a deep neural network () for the identification of a segmentation target () in a medical image (), comprising the steps of performing n training steps on said deep neural network () for the identification of said region of interest on two different representations () of the same segmentation target (), said representations () being definitions of the same segmentation target ().