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:
Aug. 25, 2026

Filed:

Aug. 31, 2020
Applicant:

Koninklijke Philips N.v., Eindhoven, NL;

Inventors:

Nicola Pezzotti, Eindhoven, NL;

Jacek Lukasz Kustra, Eindhoven, NL;

Assignee:

KONINKLIJKE PHILIPS N.V., Eindhoven, NL;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G16H 50/20 (2018.01); G16H 10/60 (2018.01);
U.S. Cl.
CPC ...
G16H 50/20 (2018.01); G16H 10/60 (2018.01);
Abstract

A system and computer-implemented method are provided for generating a visualization of the classification uncertainty of a classification model which is applied to clinical data, wherein said visualization is provided in a lower-dimensional space which is obtained by applying a non-linear and manifold preserving dimensionality reduction technique to feature vectors of the clinical data. The visualization techniques consider the classification model as a 'black box' by not being dependent on internal parameters of the classification model.


Find Patent Forward Citations

Pezzotti, Nicola. (2026). Facilitating interpretability of classification model (U.S. Patent No. 12718943). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12718943

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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