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. 25, 2026
Filed:
Nov. 17, 2022
Koninklijke Philips N.v., Eindhoven, NL;
Maulik Yogeshbhai Pandya, Bangalore, IN;
Anil Pawar, Bangalore, IN;
Ravindra Patil, Bangalore, IN;
Chaitanya Kulkarni, Bangalore, IN;
KONINKLIJKE PHILIPS N.V., Eindhoven, NL;
Abstract
A computer implemented method for use in selecting training data for annotation by an annotator as part of an active-learning machine learning process. The selected training data is for use in training a model to take as input a medical image and output a segmentation of the medical image. The method comprises: providing () an unlabeled medical image as input to the model and obtaining a segmentation of the unlabeled medical image as output from the model; a) determining () whether a geometric property of a segment of the segmentation satisfies a geometric criteria of a radiological feature represented by the segment; and/or b) determining whether an edge region of the segment satisfies an edge criteria. The method then comprises selecting () the unlabeled medical image as training data that is to be annotated by the annotator as part of the active-learning machine learning process, if the segment does not satisfy the geometric criteria and/or the edge criteria.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile