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:
May. 17, 2022
Filed:
Feb. 13, 2020
Applicant:
Koninklijke Philips N.v., Eindhoven, NL;
Inventors:
Alexander Schmidt-Richberg, Hamburg, DE;
Martin Bergtholdt, Hamburg, DE;
Tobias Klinder, Uelzen, DE;
Assignee:
KONINKLIJKE PHILIPS N.V., Eindhoven, NL;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/00 (2017.01); G06K 9/62 (2022.01); G06T 7/10 (2017.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06T 7/0012 (2013.01); G06K 9/6215 (2013.01); G06K 9/6267 (2013.01); G06N 20/00 (2019.01); G06T 7/10 (2017.01); G06T 2207/10081 (2013.01); G06T 2207/10088 (2013.01); G06T 2207/10116 (2013.01); G06T 2207/20081 (2013.01);
Abstract
There is provided a computer implemented method () for medical image processing. The method comprises providing () a database of medical images and providing () an initial machine learning model which is trained for segmenting or classifying a medical feature in the medical images. The method also comprises extracting () a subset of medical images from the database based on a similarity score of the medical images and training () the machine learning model using the extracted subset of medical images in order to provide a refined machine learning model.