Patent · US Active

Medical data collection for machine learning

US11669636B2 · kind B2 · utility

1Cited by

0References

9Claims

0Family size

Assignee

KONINIKLIJKE PHILIPS N.V. · NL

Inventors

Arne Ewald · Hamburg, DE
Tim Nielsen · Hamburg, DE
Karsten Sommer · Hamburg, DE
Irina Waechter-Stehle · Hamburg, DE
Christophe Michael Jean Schulke · Hamburg, DE
Frank Michael Weber · Hamburg, DE
Rolf Jürgen Weese · Norderstedt, DE
Jochen Peters · Norderstedt, DE

Key dates

Filing date	Mar 10, 2020
Grant date	Jun 6, 2023
Priority date	—
Expiry date	Apr 7, 2041

Classification

Technology area (CPC G)Physics
CPC primaryG16H30/40
WIPO fieldMedical technology
WIPO sectorInstruments

Abstract

A system (100) and computer-implemented method are provided for data collection for distributed machine learning of a machine learnable model. A privacy policy data (050) is provided defining computer-readable criteria for limiting a selection of medical image data (030) 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 (060) 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.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.