公开(公告)号：US20240112788A1

公开(公告)日：2024-04-04

申请号：US18374450

申请日：2023-09-28

Applicant: KONINKLIJKE PHILIPS N.V.

Inventor： Sean Joseph KYNE ,  Ayushi SINHA ,  Ramon Quido ERKAMP ,  Javad FOTOUHI ,  Leili SALEHI ,  Vipul Shrihari PAI RAIKAR

IPC: G16H40/20 ,  G06N3/0455 ,  G06N3/084

CPC classification number: G16H40/20 ,  G06N3/0455 ,  G06N3/084

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.