公开(公告)号：US12254677B2

公开(公告)日：2025-03-18

申请号：US17559472

申请日：2021-12-22

Applicant: KONINKLIJKE PHILIPS N.V.

Inventor： Grzegorz Andrzej Toporek ,  Ashish Sattyavrat Panse ,  Sean Kyne ,  Molly Lara Flexman ,  Jochen Kruecker

IPC: G06V10/77 ,  G06T7/00 ,  G06V10/774

Abstract: A training data modification system (TDM) for machine learning and related methods. The system comprises a data modifier (DM) configured to perform a modification operation to modify medical training X-ray imagery of a patient. The modification operation causes image structures in the modified medical training imagery. The image structure is representative of a property of i) a medical procedure, ii) an image acquisition operation by an X-ray-based medical imaging apparatus (IA), iii) an anatomy of the patient.