Computerimplementiertes Verfahren zum Bereitstellen eines Trainierten Maschinenlernmodells und zum Bewerten eines Medizinischen Eingabebildes, Datenverarbeitungssystem, Medizinische Bildgebungsvorrichtung, Computerprogramm und Computerlesbares Medium

Details

Veröffentlichungs-Nr.

EP4712018

Anmeldetag

16. September 2024

Veröffentlichung

18. März 2026

Rechtsraum

EP

IPC

G06T7/00, G06T7/11

Abstract

Computer-implemented method for providing a trained machine learning model (22) that is designed to provide output data (23) based on an input medical image (24) supplied to the trained machine learning model (22), the method comprising the steps of: - receiving multiple training datasets (25), wherein the respective training dataset (25) consists of or comprises a respective training medical image (26), - applying a segmentation algorithm (27) to the respective training medical image (26) to determine a respective segmentation information (28) for the respective training dataset (25), wherein the respective segmentation information (28) concerns at least one segment (29-31) of the respective training medical image (26), - training a machine learning model (22) based on the training datasets (25) and the respective segmentation information (28) for the respective training dataset (25), and - providing the trained machine learning model (22).

Anmelder

Firma

Siemens Healthineers AG

Land

🇩🇪 Deutschland