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:
Jun. 06, 2023

Filed:

Mar. 10, 2020
Applicant:

Koninklijke Philips N.v., Eindhoven, NL;

Inventors:

Arne Ewald, Hamburg, DE;

Tim Nielsen, Hamburg, DE;

Karsten Sommer, Hamburg, DE;

Irina Waechter-Stehle, Hamburg, DE;

Christophe Michael Jean Schülke, Hamburg, DE;

Frank Michael Weber, Hamburg, DE;

Rolf Jürgen Weese, Hamburg, DE;

Jochen Peters, Norderstedt, DE;

Assignee:

KONINKLIJKE PHILIPS N.V., Eindhoven, NL;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 21/62 (2013.01); G16H 10/60 (2018.01); G16H 30/20 (2018.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 21/6254 (2013.01); G06N 20/00 (2019.01); G16H 10/60 (2018.01); G16H 30/20 (2018.01);
Abstract

A system () and computer-implemented method are provided for data collection for distributed machine learning of a machine learnable model. A privacy policy data () is provided defining computer-readable criteria for limiting a selection of medical image data () to a subset of the medical image data to obfuscate an identity of the at least one patient. The medical image data is selected based on the computer-readable criteria to obtain privacy policy-compliant training data () for transmission to another entity. The system and method enable medical data collection at clinical sites without requiring manual oversight, and enables such selections to be made automatically, e.g., based on a request for medical image data which may be received from outside of the clinical site.


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