Scannerfehlervorhersage basierend auf Bildbasiertem Deep Learning

Details

Veröffentlichungs-Nr.

EP4668287

Aktenzeichen

EP25179149

Anmeldetag

27. Mai 2025

Veröffentlichung

24. Dezember 2025

Rechtsraum

EP

IPC

G16H40/40G16H30/40

Abstract

Systems/techniques that facilitate scanner fault prediction via image-based deep learning are provided. In various embodiments, a system can access a medical image (e.g., via 106) captured by a medical imaging scanner (e.g., 104). In various aspects, the system can generate, via execution of at least one of one or more deep learning neural networks (e.g., 302) on the medical image, a failure classification label (e.g., 304) that indicates that the medical imaging scanner is afflicted by a first defined scanning failure from a plurality of defined scanning failures (e.g., 402). In various instances, the system can transmit an electronic notification (e.g., 1002) to a computing device associated with a technician of the medical imaging scanner, wherein the electronic notification can request that the medical imaging scanner be serviced to remedy the first defined scanning failure.

Anmelder

Firma

GE Precision Healthcare LLC

Land

🇺🇸 USA

Fachgebiete