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:
Aug. 25, 2026
Filed:
Jan. 22, 2021
Cilag Gmbh International, Zug, CH;
Frederick E. Shelton, IV, Hillsboro, OH (US);
Demetrius Harris, Cincinnati, OH (US);
Cilag GmbH International, Zug, CH;
Abstract
A computing system may be provided for applying machine learning to a data collection to improve a surgical outcome. The computing system may perform a number of actions. An indication that an operational behavior of a surgical device may be suboptimal may be determined from a data collection that may include one or more biomarkers. A model that may optimize and/or improve the behavioral operation of the surgical device to improve a surgical outcome may be determined using machine learning and the data collection. The model may be updated using feedback given by a healthcare provider to improve the model. The control program update may be determined using the model and the data collection. The control program update may be configured to alter a manner in which a control program operates the surgical device during the surgical procedure. The control program update may be sent to the surgical device.