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:
Mar. 10, 2026

Filed:

Jul. 21, 2022
Applicant:

The Cleveland Clinic Foundation, Cleveland, OH (US);

Inventors:

Douglas Johnston, Shaker Heights, OH (US);

Cristiano Quintini, Beachwood, OH (US);

Edward Soltesz, Westlake, OH (US);

Jose Romero, Avon, OH (US);

William Kolosi, Stow, OH (US);

Thomas Kadavy, Bellevue, WA (US);

Assignee:

The Cleveland Clinic Foundation, Cleveland, OH (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 10/82 (2022.01); G06N 3/08 (2023.01); G06V 10/764 (2022.01);
U.S. Cl.
CPC ...
G06V 10/82 (2022.01); G06N 3/08 (2013.01); G06V 10/764 (2022.01);
Abstract

The present disclosure relates to a system and method for recognizing objects used in a medical procedure using a convolutional neural network. No database of image information for such objects is used or required. Rather, the neural network is trained to recognize the objects, and does not require any such image database. The system is able to reconcile the recognized objects against a 'counted-in' list of objects for the procedure, to ensure that all such objects are accounted for prior to closing the procedure.


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