The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Mar. 18, 2025

Filed:

Dec. 22, 2021
Applicant:

Koninklijke Philips N.v., Eindhoven, NL;

Inventors:

Grzegorz Andrzej Toporek, Cambridge, MA (US);

Ashish Sattyavrat Panse, Burlington, MA (US);

Sean Kyne, Brookline, MA (US);

Molly Lara Flexman, Melrose, MA (US);

Jochen Kruecker, Andover, MA (US);

Assignee:

KONINKLIJKE PHILIPS N.V., Eindhoven, NL;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 10/77 (2022.01); G06T 7/00 (2017.01); G06V 10/774 (2022.01);
U.S. Cl.
CPC ...
G06V 10/7747 (2022.01); G06T 7/0012 (2013.01); G06T 2207/10116 (2013.01);
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.


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