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:
Feb. 23, 2021
Filed:
Feb. 05, 2016
Applicant:
Koninklijke Philips N.v., Eindhoven, NL;
Inventors:
Bryan Conroy, Garden City South, NY (US);
Larry James Eshelman, Ossining, NY (US);
Cristhian Potes, Salem, NH (US);
Minnan Xu, Cambridge, MA (US);
Assignee:
Koninklijke Philips N.V., Eindhoven, NL;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G16H 50/20 (2018.01); G06F 16/28 (2019.01); A61B 5/00 (2006.01); G06N 5/04 (2006.01); G06F 17/18 (2006.01); A61B 5/02 (2006.01); G06F 7/08 (2006.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); A61B 5/02028 (2013.01); A61B 5/7267 (2013.01); A61B 5/7275 (2013.01); G06F 7/08 (2013.01); G06F 16/285 (2019.01); G06F 17/18 (2013.01); G06N 5/04 (2013.01); G16H 50/20 (2018.01); A61B 2505/03 (2013.01);
Abstract
Various embodiments described herein relate to methods and apparatus for robust classification. Many real-world datasets suffer from missing or incomplete data. By assigning weights to certain features of a dataset based on which feature(s) are missing or incomplete, embodiments of the prevention can provide robustness and resilience to missing data.