公开(公告)号：US20250166819A1

公开(公告)日：2025-05-22

申请号：US18518315

申请日：2023-11-22

Applicant: GE Precision Healthcare LLC

Inventor： Aruna Narayanan ,  Chandan Kumar Mallappa Aladahalli ,  Gopal B. Avinash ,  Hemant R. Puranik ,  Ravi Narain Bhatia ,  Sunil Gowtham Bondalakunta

IPC: G16H50/20 ,  G06T7/00 ,  G06T7/11 ,  G16H30/40

Abstract: The present disclosure provides a system and method for monitoring the performance of Artificial Intelligence (AI) models and applications in the medical imaging domain, without requiring access to the underlying clinical data. The system extracts characteristics of input data, model performance, and user feedback at the point of encounter, and uses these characteristics as a surrogate for the underlying input data. The invention further includes a method for determining deviations by comparing the extracted characteristics against previously determined characteristics and responding to deviations exceeding a threshold by transmitting an alert to a user device.