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:
Apr. 08, 2025

Filed:

Dec. 02, 2021
Applicant:

Orbsurgical Ltd., Calgary, CA;

Inventors:

Garnette Sutherland, Calgary, CA;

Amir Baghdadi, Calgary, CA;

Rahul Singh, Calgary, CA;

Sanju Lama, Calgary, CA;

Hamidreza Hoshyarmanesh, Calgary, CA;

Assignee:

OrbSurgical Ltd., Calgary, CA;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G16H 40/20 (2018.01); G06N 3/045 (2023.01); G06N 3/08 (2023.01); G06Q 10/0639 (2023.01); G16H 50/20 (2018.01);
U.S. Cl.
CPC ...
G16H 40/20 (2018.01); G06N 3/045 (2023.01); G06N 3/08 (2013.01); G06Q 10/06398 (2013.01); G16H 50/20 (2018.01);
Abstract

Data is received that is generated by at least one sensor forming part of a surgical instrument. The sensor(s) on the surgical instrument can characterize use of the surgical instrument in relation to a patient. A first machine learning model can construct a force profile using the received data. The force profile includes a plurality of force patterns. In addition, a plurality of features are extracted from the received data. Thereafter, one or more attributes characterizing use of the surgical instrument are determined by a second machine learning model using the constructed force profile and the extracted features. Data characterizing the determination can be provided (e.g., displayed to a surgeon, etc.).


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