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:

Sep. 28, 2023
Applicant:

Koninklijke Philips N.v., Eindhoven, NL;

Inventors:

Sean Joseph Kyne, Brookline, MA (US);

Ayushi Sinha, Baltimore, MD (US);

Ramon Quido Erkamp, Swampscott, MA (US);

Javad Fotouhi, Cambridge, MA (US);

Leili Salehi, Waltham, MA (US);

Vipul Shrihari Pai Raikar, Somerville, MA (US);

Assignee:

KONINKLIJKE PHILIPS N.V., Eindhoven, NL;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G16H 40/20 (2018.01); G06N 3/0455 (2023.01); G06N 3/084 (2023.01);
U.S. Cl.
CPC ...
G16H 40/20 (2018.01); G06N 3/0455 (2023.01); G06N 3/084 (2013.01);
Abstract

A computer-implemented method of assessing operator behavior during a medical procedure involving medical equipment, is provided. The method includes: receiving operator interaction data representing operator interactions with the medical equipment during the medical procedure; inputting the operator interaction data into a machine-learning model; and outputting a characteristic of the operator behavior based on a position of a latent space encoding of the operator interaction data generated by the machine-learning model, with respect to a distribution of latent space encodings of training data representing operator interactions with the medical equipment having known characteristics of the operator behavior.


Find Patent Forward Citations

Loading…