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:
Aug. 06, 2024

Filed:

Sep. 22, 2020
Applicant:

Covidien Lp, Mansfield, MA (US);

Inventors:

Jing Zhao, Superior, CO (US);

Robert H. Wham, Boulder, CO (US);

Christopher T. Brown, Bolder, CO (US);

Anjali Dhiman, Commerce City, CO (US);

Assignee:

COVIDIEN LP, Mansfield, MA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
A61B 18/14 (2006.01); G06N 3/047 (2023.01); G06N 3/08 (2023.01); A61B 18/00 (2006.01);
U.S. Cl.
CPC ...
A61B 18/1445 (2013.01); G06N 3/047 (2023.01); G06N 3/08 (2013.01); A61B 2018/00404 (2013.01); A61B 2018/0063 (2013.01); A61B 2018/00672 (2013.01); A61B 2018/00678 (2013.01); A61B 2018/00714 (2013.01); A61B 2018/00755 (2013.01); A61B 2018/00773 (2013.01);
Abstract

A computer-implemented method for controlling delivery of electrosurgical energy to a vessel to seal the vessel, includes collecting data from an electrosurgical system including an instrument and energy source while the instrument is delivering electrosurgical energy from the energy source to a vessel, predicting by using a machine learning algorithm a burst pressure probability of the vessel based on the data, and determining if the vessel is adequately sealed based on the prediction. The data includes an electrical parameter associated with the delivery of the electrosurgical energy. In a case where it is determined that the vessel is not adequately sealed: determining an output by a second machine learning algorithm, communicating the determined output to a computing device associated with the energy source for use in formulating an energy-delivery algorithm, and delivering, using the instrument, additional electrosurgical from the energy source to the vessel to seal the vessel according to the energy-delivery algorithm.


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