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:
Mar. 05, 2019
Filed:
Oct. 15, 2017
International Business Machines Corporation, Armonk, NY (US);
Ayelet Akselrod-Ballin, Tel-Aviv, IL;
Leonid Karlinsky, Haifa, IL;
International Business Machines Corporation, Armonk, NY (US);
Abstract
A system for detection and classification of findings in an image, comprising at least one hardware processor configured to: receive the image; process the image by a plurality of convolutional and pooling layers of a neural network to produce a plurality of feature maps; process one of the feature maps by some of the layers and another plurality of layers to produce a plurality of region proposals; produce a plurality of region of interest (ROI) pools by using a plurality of pooling layers to downsample the plurality of region proposals with each one of the plurality of feature maps; process the plurality of ROI pools by at least one concatenation layer to produce a combined ROI pool; process the combined ROI pool by a classification network comprising some other of the convolutional and pooling layers to produce one or more classifications; and output the one or more classifications.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile