Automatisierung der Hochqualitativen Strahlentherapieplanung im Massstab

Details

Veröffentlichungs-Nr.

EP4775259

Anmeldetag

5. Januar 2026

Veröffentlichung

15. Juli 2026

Rechtsraum

EP

IPC

A61N5/10

Abstract

Systems and methods for generating radiotherapy plans are provided. One or more medical images are received. One or more anatomical objects are segmented from the one or more medical images. Radiotherapy configurations for one or more objectives are determined based on the one or more medical images and the segmentations of the one or more anatomical objectives. A candidate radiotherapy plan is generated based on the radiotherapy configurations. A quality assessment of the candidate radiotherapy plan is performed. The one or more objectives are updated based on results of the quality assessment and the determining, the generating, and the performing are repeated for one or more iterations using the updated one or more objectives as the radiotherapy objectives to generate the candidate radiotherapy plan for a last iteration as a final radiotherapy plan. The final radiotherapy plan is output. Since the pipeline is automatic, the plan generation can be scaled. The data can serve large-scale AI model training.

Anmelder

Firma

Siemens Healthineers AG

Land

🇩🇪 Deutschland

Fachgebiete