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.

Date of Patent:
Feb. 15, 2022

Filed:

Oct. 11, 2019
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Vaishnavi Subramanian, Champaign, IL (US);

Hongzhi Wang, San Jose, CA (US);

Tanveer Syeda-Mahmood, Cupertino, CA (US);

Joy Tzung-yu Wu, San Jose, CA (US);

Chun Lok Wong, San Jose, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
A61B 5/00 (2006.01); G06T 7/10 (2017.01); G06K 9/68 (2006.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
A61B 5/7267 (2013.01); G06K 9/685 (2013.01); G06N 3/08 (2013.01); G06T 7/10 (2017.01); G06K 2009/6864 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30021 (2013.01);
Abstract

A system for automated detection and type classification of central venous catheters. The system includes an electronic processor that is configured to, based on an image, generate a segmentation of a potential central venous catheter using a segmentation method and extract, from the segmentation, one or more image features associated with the potential central venous catheter. The electronic processor is also configured to, based on the one or more image features, determine, using a first classifier, whether the image includes a central venous catheters and determine, using a second classifier, a type of central venous catheter included in the image.


Find Patent Forward Citations

Loading…