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.
Patent No.:
Date of Patent:
Dec. 05, 2023
Filed:
Apr. 13, 2020
Applicant:
Koninklijke Philips N.v., Eindhoven, NL;
Inventors:
Erina Ghosh, Boston, MA (US);
Stephanie Lanius, Cambridge, MA (US);
Emma Holdrich Schwager, Cambridge, MA (US);
Larry James Eshelman, Ossining, NY (US);
Assignee:
Koninklijke Philips N.V., Eindhoven, NL;
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2022.01); G06N 20/00 (2019.01); G06F 40/216 (2020.01); G06F 18/214 (2023.01); G06F 18/24 (2023.01);
U.S. Cl.
CPC ...
G06F 40/216 (2020.01); G06F 18/214 (2023.01); G06F 18/24765 (2023.01); G06N 20/00 (2019.01);
Abstract
A machine learning model, including: a categorical input feature, having a defined set of values; a plurality of non-categorical input features; a word embedding layer configured to convert the categorical input feature into an output in a word space having two dimensions; and a machine learning network configured to receive the output of the word embedding layer and the plurality of non-categorical input features and to produce a machine learning model output.